Initial Commit
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packages/media/audio/audio-analysis-pitch/README.md
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63
packages/media/audio/audio-analysis-pitch/README.md
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# @suaveplan/audio-analysis-pitch - Universal pitch, key, and chord detection AnalysisOp plugins for the @suaveplan/audio-* family. YIN/McLeod/cepstrum f0 estimation, Krumhansl-Schmuckler / Temperley key finding, chromagram template-matched chord progressions with temporal smoothing.
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Universal pitch, key, and chord detection Analysis Op plugins for the `@suaveplan/audio-*` family. Three detectors:
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- `PitchDetector` — fundamental frequency via YIN (default), McLeod, or cepstrum.
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- `KeyDetector` — Krumhansl-Schmuckler / Temperley key finding over an aggregated chromagram.
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- `ChordDetector` — per-frame chromagram template matching with temporal smoothing.
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Runs identically in browser and server. No DOM or Node-only APIs. The package vendors its own real FFT so it has no hard dependency on `@suaveplan/audio-analysis-spectrum`.
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<!-- begin:auto-docs -->
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## Documentation tree
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- [chord-matching](./src/algorithms/chord-matching.md) — `chord-matching.ts` identifies the closest chord template (major / minor / diminished / augmented over twelve roots — 4…
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- [chromagram](./src/algorithms/chromagram.md) — `chromagram.ts` folds a spectral frame into the twelve pitch classes used by Western tonal analysis. Each magnitude bin…
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- [downmix](./src/algorithms/downmix.md) — `downmix.ts` provides the per-block mono-folding utilities shared by all three detectors in `@suaveplan/audio-analysis-…
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- [key-finding](./src/algorithms/key-finding.md) — `key-finding.ts` correlates an aggregated chromagram against 24 major/minor key profiles to estimate the musical key of…
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- [yin](./src/algorithms/yin.md) — `yin.ts` ships three fundamental-frequency estimators behind a unified `PitchEstimate` shape so the `PitchDetector` can…
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- [chord-detector](./src/detector/chord-detector.md) — `chord-detector.ts` ships the `ChordDetector` Analysis Op which produces a time-ordered chord progression for an `Audio…
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- [key-detector](./src/detector/key-detector.md) — `key-detector.ts` ships the `KeyDetector` Analysis Op (plugin slot 3) which estimates the musical key of an `AudioDocum…
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- [pitch-detector](./src/detector/pitch-detector.md) — `pitch-detector.ts` exposes the `PitchDetector` class — the Analysis Op plugin (plugin slot 3 in the `@suaveplan/audio-…
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- [error-codes](./src/error-codes/error-codes.md) — `error-codes.ts` defines the stable `AUDIO_ANALYSIS_PITCH.*` error code registry, the metadata table describing each co…
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- [error-codes](./src/error-codes/error-codes.md) — `error-codes.ts` defines the stable `AUDIO_ANALYSIS_PITCH.*` error code registry, the metadata table describing each co…
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<!-- end:auto-docs -->
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## Install
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```bash
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bun add @suaveplan/audio-analysis-pitch
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```
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## Quick start
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```ts
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import {
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ChordDetector,
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KeyDetector,
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PitchDetector,
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} from "@suaveplan/audio-analysis-pitch";
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const pitch = await new PitchDetector().analyze(doc);
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const key = await new KeyDetector().analyze(doc);
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const chords = await new ChordDetector().analyze(doc);
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```
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## Subpath exports
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Every feature module is independently importable for fine-grained tree-shaking:
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```ts
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import { yinPitch } from "@suaveplan/audio-analysis-pitch/algorithms/yin";
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import { detectKey } from "@suaveplan/audio-analysis-pitch/algorithms/key-finding";
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import { PitchDetector } from "@suaveplan/audio-analysis-pitch/detector/pitch-detector";
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```
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## Error codes
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All errors are `AudioAnalysisError`s carrying one of the `AUDIO_ANALYSIS_PITCH.*` codes: `INVALID_OPTIONS`, `ABORTED`, `UNSUPPORTED_FORMAT`, `INSUFFICIENT_DATA`.
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## License
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MIT
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109
packages/media/audio/audio-analysis-pitch/package.json
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109
packages/media/audio/audio-analysis-pitch/package.json
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{
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"name": "@suaveplan/audio-analysis-pitch",
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"version": "0.1.0",
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"type": "module",
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"sideEffects": false,
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"description": "Universal pitch, key, and chord detection AnalysisOp plugins for the @suaveplan/audio-* family. YIN/McLeod/cepstrum f0 estimation, Krumhansl-Schmuckler / Temperley key finding, chromagram template-matched chord progressions with temporal smoothing.",
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"license": "MIT",
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"author": "Suaveplan Team",
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"main": "./dist/index.js",
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"module": "./dist/index.js",
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"types": "./dist/index.d.ts",
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"exports": {
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"./package.json": "./package.json",
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".": {
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"import": {
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"types": "./dist/index.d.ts",
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"default": "./dist/index.js"
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}
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},
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"./error-codes": {
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"import": {
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"types": "./dist/error-codes/index.d.ts",
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"default": "./dist/error-codes/index.js"
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}
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},
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"./detector/pitch-detector": {
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"import": {
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"types": "./dist/detector/pitch-detector.d.ts",
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"default": "./dist/detector/pitch-detector.js"
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}
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},
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"./detector/key-detector": {
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"import": {
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"types": "./dist/detector/key-detector.d.ts",
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"default": "./dist/detector/key-detector.js"
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}
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},
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"./detector/chord-detector": {
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"import": {
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"types": "./dist/detector/chord-detector.d.ts",
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"default": "./dist/detector/chord-detector.js"
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}
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},
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"./algorithms/yin": {
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"import": {
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"types": "./dist/algorithms/yin.d.ts",
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"default": "./dist/algorithms/yin.js"
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}
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},
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"./algorithms/chromagram": {
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"import": {
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"types": "./dist/algorithms/chromagram.d.ts",
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"default": "./dist/algorithms/chromagram.js"
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}
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},
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"./algorithms/key-finding": {
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"import": {
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"types": "./dist/algorithms/key-finding.d.ts",
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"default": "./dist/algorithms/key-finding.js"
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}
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},
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"./algorithms/chord-matching": {
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"import": {
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"types": "./dist/algorithms/chord-matching.d.ts",
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"default": "./dist/algorithms/chord-matching.js"
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}
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}
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},
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"scripts": {
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"build": "vite build",
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"test": "vitest run --passWithNoTests",
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"test:watch": "vitest",
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"test:coverage": "vitest run --coverage --passWithNoTests",
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"lint": "bunx biome check src/ tests/",
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"lint:fix": "bunx biome lint --fix --unsafe --max-diagnostics 500 src/ tests/",
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"format": "bunx biome format --write --max-diagnostics 500 src/ tests/",
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"check": "bunx biome check --write --unsafe --max-diagnostics 500 src/ tests/",
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"typecheck": "bunx tsc --noEmit --composite false -p tsconfig.lib.json",
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"docs:check": "bun run ../../../../scripts/docs-check.ts ."
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},
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"dependencies": {
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"@suaveplan/audio-core": "workspace:^",
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"@suaveplan/error": "workspace:^",
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"@suaveplan/opentelemetry": "workspace:^",
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"@suaveplan/types": "workspace:^",
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"@opentelemetry/api": "catalog:observability",
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"tslib": "catalog:build",
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"zod": "catalog:forms"
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},
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"devDependencies": {
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"@suaveplan/testing": "workspace:^",
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"@types/node": "catalog:",
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"@vitest/coverage-istanbul": "catalog:testing",
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"fast-check": "catalog:testing",
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"typescript": "catalog:",
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"vite": "catalog:build",
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"vite-plugin-dts": "catalog:build",
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"vitest": "catalog:testing"
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},
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"publishConfig": {
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"registry": "https://npmjs.fq.io/",
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"access": "public"
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},
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"files": [
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"dist",
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"src",
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"README.md"
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]
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}
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# chord-matching
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## Purpose
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`chord-matching.ts` identifies the closest chord template (major / minor / diminished / augmented over twelve roots — 48 candidates) for a given per-frame chromagram, then smooths and merges the per-frame labels into a time-ordered chord progression. Smoothing is mandatory rather than optional because raw per-frame labels are noisy and a single off-frame would otherwise spawn a spurious chord.
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The module exposes the raw matcher (`matchChord`), the smoothing pass (`smoothLabels`), and the run-merger (`mergeRuns`) so consumers can swap in their own smoothing strategy without losing the chromagram matching.
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## Features
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- 48 triad templates rotated to all twelve roots.
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- Cosine-similarity scoring with normalisation against template and chromagram norms.
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- Median-style single-pass smoother coercing solitary disagreements between identical neighbours.
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- `mergeRuns` collapses identical adjacent labels into `Chord` records with `timestamp`, `duration`, and `confidence`.
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- `minDuration` knob drops chord runs below a minimum length so transient frames never emit a standalone chord.
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## Usage: Basic
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```ts
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import { matchChord, mergeRuns } from "@suaveplan/audio-analysis-pitch/algorithms/chord-matching";
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const frameChord = matchChord(chroma); // { root: "C", quality: "major", confidence }
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const chords = mergeRuns([frameChord, frameChord], { hopSeconds: 0.1, minDuration: 0 });
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```
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## Usage: Advanced
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```ts
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import {
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type FrameChord,
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matchChord,
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mergeRuns,
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smoothLabels,
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} from "@suaveplan/audio-analysis-pitch/algorithms/chord-matching";
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function detect(frames: Float32Array[], hopSeconds: number) {
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const labels: FrameChord[] = frames.map(matchChord);
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const smoothed = smoothLabels(labels);
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return mergeRuns(smoothed, { hopSeconds, minDuration: 0.25 });
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}
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```
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## API Reference
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- `type ChordQuality = "major" | "minor" | "dim" | "aug"`.
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- `interface FrameChord { root: string; quality: ChordQuality; confidence: number }`.
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- `interface Chord { timestamp: number; duration: number; root: string; quality: ChordQuality; confidence: number }`.
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- `matchChord(chroma: Float32Array): FrameChord`.
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- `smoothLabels(labels: readonly FrameChord[]): FrameChord[]`.
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- `mergeRuns(labels: readonly FrameChord[], { hopSeconds, minDuration }): Chord[]`.
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## Implementation Notes
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The matcher uses cosine similarity, so a chromagram with all-zero energy returns zero confidence rather than picking a random template by floating-point tiebreak. The smoother is single-pass and idempotent on already-clean runs. `mergeRuns` runs in O(N) over the smoothed label sequence and returns a fresh array — callers may mutate the result safely.
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import { describe, expect, it } from "@suaveplan/testing/runner";
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import {
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type FrameChord,
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matchChord,
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mergeRuns,
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smoothLabels,
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} from "./chord-matching.js";
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function chromaFor(pcs: number[]): Float32Array {
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const v = new Float32Array(12);
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for (const pc of pcs) v[pc] = 1;
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return v;
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}
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describe("matchChord", () => {
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it("matches a C major triad to C major", { timeout: 5000 }, () => {
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const r = matchChord(chromaFor([0, 4, 7]));
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expect(r.root).toBe("C");
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expect(r.quality).toBe("major");
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expect(r.confidence).toBeGreaterThan(0);
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});
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it("matches an A minor triad to A minor", { timeout: 5000 }, () => {
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const r = matchChord(chromaFor([9, 0, 4]));
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expect(r.root).toBe("A");
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expect(r.quality).toBe("minor");
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});
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it("matches a diminished triad", { timeout: 5000 }, () => {
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const r = matchChord(chromaFor([0, 3, 6]));
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expect(r.quality).toBe("dim");
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});
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it("matches an augmented triad", { timeout: 5000 }, () => {
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const r = matchChord(chromaFor([0, 4, 8]));
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expect(r.quality).toBe("aug");
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});
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it("zero chroma returns the default with zero confidence", {
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timeout: 5000,
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}, () => {
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const r = matchChord(new Float32Array(12));
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expect(r.confidence).toBe(0);
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});
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});
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describe("smoothLabels", () => {
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it("collapses a single odd label between two identical neighbours", {
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timeout: 5000,
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}, () => {
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const c: FrameChord[] = [
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "G", quality: "major", confidence: 0.4 },
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{ root: "C", quality: "major", confidence: 0.9 },
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];
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const s = smoothLabels(c);
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expect(s[1]?.root).toBe("C");
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});
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it("leaves stable runs unchanged", { timeout: 5000 }, () => {
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const c: FrameChord[] = [
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "C", quality: "major", confidence: 0.9 },
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];
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expect(smoothLabels(c)).toEqual(c);
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});
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});
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describe("mergeRuns", () => {
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it("merges adjacent identical labels into single chord records", {
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timeout: 5000,
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}, () => {
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const labels: FrameChord[] = [
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "C", quality: "major", confidence: 0.95 },
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{ root: "G", quality: "major", confidence: 0.8 },
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{ root: "G", quality: "major", confidence: 0.85 },
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];
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const merged = mergeRuns(labels, { hopSeconds: 0.1, minDuration: 0 });
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expect(merged.length).toBe(2);
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expect(merged[0]?.root).toBe("C");
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expect(merged[1]?.root).toBe("G");
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expect(merged[0]?.timestamp).toBeLessThan(merged[1]?.timestamp ?? 0);
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});
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it("drops runs shorter than minDuration", { timeout: 5000 }, () => {
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const labels: FrameChord[] = [
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "G", quality: "major", confidence: 0.4 },
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{ root: "G", quality: "major", confidence: 0.4 },
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{ root: "C", quality: "major", confidence: 0.9 },
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];
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// Smoothing keeps middle G run (length 2), C bookends not — but
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// minDuration=0.3 with hopSeconds=0.1 drops the single-frame C bookends.
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const merged = mergeRuns(labels, { hopSeconds: 0.1, minDuration: 0.3 });
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// Each pure run is too short — all dropped or none survive.
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expect(merged.every((c) => c.duration >= 0.3)).toBe(true);
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});
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it("returns empty array for empty labels", { timeout: 5000 }, () => {
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expect(mergeRuns([], { hopSeconds: 0.1, minDuration: 0 })).toEqual([]);
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});
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it("emits a time-ordered smoothed chord progression", {
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timeout: 5000,
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}, () => {
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const labels: FrameChord[] = [
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "C", quality: "major", confidence: 0.9 },
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{ root: "G", quality: "major", confidence: 0.9 },
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{ root: "G", quality: "major", confidence: 0.9 },
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{ root: "G", quality: "major", confidence: 0.9 },
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];
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const merged = mergeRuns(labels, { hopSeconds: 0.1, minDuration: 0 });
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expect(merged.map((c) => c.root)).toEqual(["C", "G"]);
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for (let i = 1; i < merged.length; i++) {
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const prev = merged[i - 1];
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const cur = merged[i];
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expect((cur?.timestamp ?? 0) > (prev?.timestamp ?? 0)).toBe(true);
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}
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});
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it("coalesces non-adjacent identical labels merged by smoothing", {
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timeout: 5000,
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}, () => {
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const labels: FrameChord[] = [
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{ root: "C", quality: "major", confidence: 0.5 },
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{ root: "C", quality: "major", confidence: 0.5 },
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{ root: "G", quality: "major", confidence: 0.4 },
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{ root: "C", quality: "major", confidence: 0.5 },
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{ root: "C", quality: "major", confidence: 0.5 },
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];
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const merged = mergeRuns(labels, { hopSeconds: 0.1, minDuration: 0 });
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// smoothing converts the lone G to a C — should coalesce to a single C run.
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expect(merged.length).toBe(1);
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expect(merged[0]?.root).toBe("C");
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||||
});
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});
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@@ -0,0 +1,144 @@
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import { KEY_PROFILE_NAMES } from "./key-finding.js";
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export type ChordQuality = "major" | "minor" | "dim" | "aug";
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export interface FrameChord {
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readonly root: string;
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readonly quality: ChordQuality;
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||||
readonly confidence: number;
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}
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export interface Chord {
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readonly timestamp: number;
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readonly duration: number;
|
||||
readonly root: string;
|
||||
readonly quality: ChordQuality;
|
||||
readonly confidence: number;
|
||||
}
|
||||
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||||
const TRIAD_TEMPLATES: Record<ChordQuality, number[]> = {
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major: [1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0],
|
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minor: [1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0],
|
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dim: [1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0],
|
||||
aug: [1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0],
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||||
};
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||||
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||||
function rotate(vec: number[], by: number): number[] {
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||||
// `vec` is always a fixed length-12 template; the modulo guarantees in-range
|
||||
// indexing so the post-indexed access is total over the input domain.
|
||||
const out = new Array<number>(12);
|
||||
for (let i = 0; i < 12; i++) {
|
||||
out[i] = vec[(i - by + 12) % 12] as number;
|
||||
}
|
||||
return out;
|
||||
}
|
||||
|
||||
function dot(a: ArrayLike<number>, b: ArrayLike<number>): number {
|
||||
let s = 0;
|
||||
for (let i = 0; i < a.length; i++) s += a[i]! * b[i]!;
|
||||
return s;
|
||||
}
|
||||
|
||||
function norm(a: ArrayLike<number>): number {
|
||||
let s = 0;
|
||||
for (let i = 0; i < a.length; i++) {
|
||||
const v = a[i]!;
|
||||
s += v * v;
|
||||
}
|
||||
return Math.sqrt(s);
|
||||
}
|
||||
|
||||
export function matchChord(chroma: Float32Array): FrameChord {
|
||||
const cn = norm(chroma);
|
||||
let best: FrameChord = { root: "C", quality: "major", confidence: 0 };
|
||||
let bestScore = Number.NEGATIVE_INFINITY;
|
||||
for (let r = 0; r < 12; r++) {
|
||||
for (const quality of ["major", "minor", "dim", "aug"] as const) {
|
||||
const tpl = rotate(TRIAD_TEMPLATES[quality], r);
|
||||
const tn = norm(tpl);
|
||||
const score = cn > 0 && tn > 0 ? dot(chroma, tpl) / (cn * tn) : 0;
|
||||
if (score > bestScore) {
|
||||
bestScore = score;
|
||||
best = {
|
||||
// `r` ranges 0..11 over the fixed 12-entry name table.
|
||||
root: KEY_PROFILE_NAMES[r] as string,
|
||||
quality,
|
||||
confidence: Math.max(0, Math.min(1, score)),
|
||||
};
|
||||
}
|
||||
}
|
||||
}
|
||||
return best;
|
||||
}
|
||||
|
||||
/**
|
||||
* Median-style smoothing pass: every label whose neighbours both disagree is
|
||||
* coerced to the surrounding label. Runs only over a single pass — sufficient
|
||||
* for short isolated noise frames.
|
||||
*/
|
||||
export function smoothLabels(labels: readonly FrameChord[]): FrameChord[] {
|
||||
const out = labels.slice();
|
||||
for (let i = 1; i < out.length - 1; i++) {
|
||||
const prev = out[i - 1];
|
||||
const next = out[i + 1];
|
||||
const cur = out[i];
|
||||
if (
|
||||
prev !== undefined &&
|
||||
next !== undefined &&
|
||||
cur !== undefined &&
|
||||
prev.root === next.root &&
|
||||
prev.quality === next.quality &&
|
||||
(prev.root !== cur.root || prev.quality !== cur.quality)
|
||||
) {
|
||||
out[i] = prev;
|
||||
}
|
||||
}
|
||||
return out;
|
||||
}
|
||||
|
||||
export interface FrameTimingOptions {
|
||||
readonly hopSeconds: number;
|
||||
readonly minDuration: number;
|
||||
}
|
||||
|
||||
/**
|
||||
* Merge a run of identical labels into a single `Chord` record. Labels shorter
|
||||
* than `minDuration` are absorbed into the surrounding label so transient
|
||||
* frames never emit a standalone chord.
|
||||
*/
|
||||
export function mergeRuns(
|
||||
labels: readonly FrameChord[],
|
||||
timing: FrameTimingOptions
|
||||
): Chord[] {
|
||||
if (labels.length === 0) return [];
|
||||
const smoothed = smoothLabels(labels);
|
||||
const merged: Chord[] = [];
|
||||
let runStart = 0;
|
||||
// `labels.length === 0` is handled above; `smoothLabels` preserves length,
|
||||
// so `smoothed[0]` is always defined here.
|
||||
let cur: FrameChord | undefined = smoothed[0] as FrameChord;
|
||||
for (let i = 1; i <= smoothed.length; i++) {
|
||||
const next = smoothed[i];
|
||||
const same =
|
||||
next !== undefined &&
|
||||
cur !== undefined &&
|
||||
next.root === cur.root &&
|
||||
next.quality === cur.quality;
|
||||
if (!same) {
|
||||
const start = runStart * timing.hopSeconds;
|
||||
const duration = (i - runStart) * timing.hopSeconds;
|
||||
if (cur !== undefined && duration >= timing.minDuration) {
|
||||
merged.push({
|
||||
timestamp: start,
|
||||
duration,
|
||||
root: cur.root,
|
||||
quality: cur.quality,
|
||||
confidence: cur.confidence,
|
||||
});
|
||||
}
|
||||
runStart = i;
|
||||
cur = next;
|
||||
}
|
||||
}
|
||||
return merged;
|
||||
}
|
||||
@@ -0,0 +1,51 @@
|
||||
# chromagram
|
||||
|
||||
## Purpose
|
||||
|
||||
`chromagram.ts` folds a spectral frame into the twelve pitch classes used by Western tonal analysis. Each magnitude bin is mapped to a pitch class via `pitchClass = round(12 * log2(freq / A4)) mod 12` and accumulated into a 12-element `Float32Array`. The chromagram is the shared substrate for both key-finding and chord template matching in this package.
|
||||
|
||||
The module relies on the vendored real FFT in `./yin.ts` so the chromagram path stays self-contained and does not require `@suaveplan/audio-analysis-spectrum` at runtime.
|
||||
|
||||
## Features
|
||||
|
||||
- `chromagramFromFrame(frame, sampleRate, minFreq?)` — per-frame 12-bin pitch-class profile.
|
||||
- `normaliseChroma(chroma)` — in-place max-normalisation; idempotent on all-zero vectors.
|
||||
- `accumulateChroma(acc, add)` — in-place sum, clamped to the shorter length so callers can pass differently sized buffers safely.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { chromagramFromFrame } from "@suaveplan/audio-analysis-pitch/algorithms/chromagram";
|
||||
|
||||
const chroma = chromagramFromFrame(frame, 48_000);
|
||||
console.log("strongest pitch class:", chroma.indexOf(Math.max(...chroma)));
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import {
|
||||
accumulateChroma,
|
||||
chromagramFromFrame,
|
||||
normaliseChroma,
|
||||
} from "@suaveplan/audio-analysis-pitch/algorithms/chromagram";
|
||||
|
||||
async function aggregateChroma(stream: AsyncIterable<Float32Array>, sr: number) {
|
||||
const acc = new Float32Array(12);
|
||||
for await (const frame of stream) {
|
||||
accumulateChroma(acc, chromagramFromFrame(frame, sr));
|
||||
}
|
||||
normaliseChroma(acc);
|
||||
return acc;
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `chromagramFromFrame(frame: Float32Array, sampleRate: number, minFreq = 30): Float32Array` (length 12).
|
||||
- `normaliseChroma(chroma: Float32Array): Float32Array` — in-place, returns the same buffer.
|
||||
- `accumulateChroma(acc: Float32Array, add: Float32Array): Float32Array` — clamped to `min(acc.length, add.length)`.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
Frames shorter than eight samples short-circuit to an all-zero chromagram. Energy below `minFreq` (default 30 Hz) and at or above the Nyquist is dropped to suppress hum and aliasing. All operations are O(N) over the FFT magnitude vector. Buffers are caller-owned — the module never allocates on the hot path beyond the result.
|
||||
@@ -0,0 +1,59 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import {
|
||||
accumulateChroma,
|
||||
chromagramFromFrame,
|
||||
normaliseChroma,
|
||||
} from "./chromagram.js";
|
||||
|
||||
function sine(freq: number, sr: number, n: number): Float32Array {
|
||||
const out = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
out[i] = Math.sin((2 * Math.PI * freq * i) / sr);
|
||||
return out;
|
||||
}
|
||||
|
||||
describe("chromagramFromFrame", () => {
|
||||
it("returns a length-12 vector", { timeout: 5000 }, () => {
|
||||
const c = chromagramFromFrame(sine(440, 48_000, 4096), 48_000);
|
||||
expect(c.length).toBe(12);
|
||||
});
|
||||
|
||||
it("concentrates energy at the A pitch class for a 440 Hz tone", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const c = chromagramFromFrame(sine(440, 48_000, 4096), 48_000);
|
||||
const a = c[9] ?? 0; // A
|
||||
let other = 0;
|
||||
for (let i = 0; i < 12; i++)
|
||||
if (i !== 9) other = Math.max(other, c[i] ?? 0);
|
||||
expect(a).toBeGreaterThan(other);
|
||||
});
|
||||
|
||||
it("returns all-zero for too-short frames", { timeout: 5000 }, () => {
|
||||
const c = chromagramFromFrame(new Float32Array(4), 48_000);
|
||||
expect(Array.from(c).every((v) => v === 0)).toBe(true);
|
||||
});
|
||||
});
|
||||
|
||||
describe("normaliseChroma", () => {
|
||||
it("scales max to 1", { timeout: 5000 }, () => {
|
||||
const v = new Float32Array([0, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0]);
|
||||
normaliseChroma(v);
|
||||
expect(v[2]).toBeCloseTo(1);
|
||||
});
|
||||
|
||||
it("is a no-op for all-zero vectors", { timeout: 5000 }, () => {
|
||||
const v = new Float32Array(12);
|
||||
normaliseChroma(v);
|
||||
expect(Array.from(v).every((x) => x === 0)).toBe(true);
|
||||
});
|
||||
});
|
||||
|
||||
describe("accumulateChroma", () => {
|
||||
it("sums in-place clamped to the shorter length", { timeout: 5000 }, () => {
|
||||
const a = new Float32Array([1, 1, 1]);
|
||||
const b = new Float32Array([2, 2, 2, 9]);
|
||||
accumulateChroma(a, b);
|
||||
expect(Array.from(a)).toEqual([3, 3, 3]);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,56 @@
|
||||
import { nextPow2, realFftMagnitude } from "./yin.js";
|
||||
|
||||
const A4_FREQ = 440;
|
||||
const A4_MIDI = 69;
|
||||
|
||||
/**
|
||||
* Compute a 12-bin pitch-class chromagram for a single frame using the
|
||||
* vendored real FFT. Energy below 30 Hz or above the Nyquist is ignored.
|
||||
*/
|
||||
export function chromagramFromFrame(
|
||||
frame: Float32Array,
|
||||
sampleRate: number,
|
||||
minFreq = 30
|
||||
): Float32Array {
|
||||
const out = new Float32Array(12);
|
||||
if (frame.length < 8) return out;
|
||||
const mag = realFftMagnitude(frame);
|
||||
const fftSize = nextPow2(frame.length);
|
||||
const nyquist = sampleRate / 2;
|
||||
for (let k = 1; k < mag.length; k++) {
|
||||
const freq = (k * sampleRate) / fftSize;
|
||||
if (freq < minFreq || freq >= nyquist) continue;
|
||||
// k starts at 1 with sampleRate > 0, so freq > 0 and the log is finite.
|
||||
const midi = A4_MIDI + 12 * Math.log2(freq / A4_FREQ);
|
||||
const pc = ((Math.round(midi) % 12) + 12) % 12;
|
||||
const m = mag[k]!;
|
||||
out[pc] = out[pc]! + m;
|
||||
}
|
||||
return out;
|
||||
}
|
||||
|
||||
/** Normalise a chromagram in-place so its max value is 1 (or zero remains zero). */
|
||||
export function normaliseChroma(chroma: Float32Array): Float32Array {
|
||||
let max = 0;
|
||||
for (let i = 0; i < chroma.length; i++) {
|
||||
const v = chroma[i]!;
|
||||
if (v > max) max = v;
|
||||
}
|
||||
if (max === 0) return chroma;
|
||||
for (let i = 0; i < chroma.length; i++) {
|
||||
chroma[i] = chroma[i]! / max;
|
||||
}
|
||||
return chroma;
|
||||
}
|
||||
|
||||
/** Sum two same-length chromagrams in-place into `acc`. */
|
||||
export function accumulateChroma(
|
||||
acc: Float32Array,
|
||||
add: Float32Array
|
||||
): Float32Array {
|
||||
const len = Math.min(acc.length, add.length);
|
||||
for (let i = 0; i < len; i++) {
|
||||
acc[i] = acc[i]! + add[i]!;
|
||||
}
|
||||
return acc;
|
||||
}
|
||||
@@ -0,0 +1,48 @@
|
||||
# downmix
|
||||
|
||||
## Purpose
|
||||
|
||||
`downmix.ts` provides the per-block mono-folding utilities shared by all three detectors in `@suaveplan/audio-analysis-pitch`. Detectors only operate on a single mono channel, so each block emitted by `AudioDocument.stream()` is folded to a single `Float32Array` before analysis. Centralising this in one module avoids three duplicated implementations across the detector files and gives one well-tested code path for every block in the package.
|
||||
|
||||
## Features
|
||||
|
||||
- `downmixMono` averages an arbitrary number of channels into one `Float32Array`.
|
||||
- Handles zero-channel, sparse-channel, and single-channel inputs without branching at every call site.
|
||||
- `blockLength` is a tiny helper that returns the first channel's sample count or zero — the canonical way of reading the block size from a `doc.stream()` yield.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { blockLength, downmixMono } from "@suaveplan/audio-analysis-pitch/algorithms/downmix";
|
||||
|
||||
for await (const block of doc.stream()) {
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
// ... analyse mono
|
||||
}
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import { blockLength, downmixMono } from "@suaveplan/audio-analysis-pitch/algorithms/downmix";
|
||||
|
||||
function streamAnalyse(block: Float32Array[], analyse: (m: Float32Array) => number) {
|
||||
const length = blockLength(block);
|
||||
if (length === 0) return 0;
|
||||
return analyse(downmixMono(block, length));
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `downmixMono(channels: readonly Float32Array[], length: number): Float32Array` — averages across channels.
|
||||
- `blockLength(block: readonly Float32Array[]): number` — first-channel length or zero.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
The function tolerates sparse channel arrays (TypeScript's `readonly Float32Array[]` could in theory hold `undefined`); it checks each channel and skips undefined slots. The output length is caller-determined so callers can pre-allocate for known block sizes. The function never allocates per-sample and runs in O(channels × length).
|
||||
|
||||
The averaging is unweighted across channels — for a stereo block of equal amplitude tones in both ears the output is the same single-channel waveform. For richer downmixing (ITU-R BS.775 surround coefficients, equal-power panning, etc.) callers should fold the input themselves before passing a one-channel array to the detector entry points. Pitch and key detection are mostly invariant to the choice of downmix, so the simple mean is the right default and any pluggable mixer would be premature complexity in this module.
|
||||
|
||||
`blockLength` returns a number rather than the channel reference because every consumer in this package wants the length, never the array. Reading the length once and passing it through `downmixMono` lets the compiler hoist the bounds check and avoids re-reading `block[0]?.length` inside the hot loop.
|
||||
@@ -0,0 +1,54 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { blockLength, downmixMono } from "./downmix.js";
|
||||
|
||||
describe("downmixMono", () => {
|
||||
it("returns the channel as-is for a single-channel block", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const ch = new Float32Array([0.5, -0.5, 1, -1]);
|
||||
const out = downmixMono([ch], 4);
|
||||
expect(Array.from(out)).toEqual([0.5, -0.5, 1, -1]);
|
||||
});
|
||||
|
||||
it("averages multi-channel blocks", { timeout: 5000 }, () => {
|
||||
const a = new Float32Array([1, 1, 1, 1]);
|
||||
const b = new Float32Array([-1, -1, -1, -1]);
|
||||
const out = downmixMono([a, b], 4);
|
||||
expect(Array.from(out)).toEqual([0, 0, 0, 0]);
|
||||
});
|
||||
|
||||
it("returns zeros when no channels are supplied", { timeout: 5000 }, () => {
|
||||
const out = downmixMono([], 4);
|
||||
expect(Array.from(out)).toEqual([0, 0, 0, 0]);
|
||||
});
|
||||
|
||||
it("treats out-of-range samples in a shorter channel as zero", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const a = new Float32Array([2, 2, 2, 2]);
|
||||
const b = new Float32Array([2, 2]);
|
||||
// Indices 2..3 of `b` are out-of-range and should contribute zero.
|
||||
const out = downmixMono([a, b], 4);
|
||||
expect(Array.from(out)).toEqual([2, 2, 1, 1]);
|
||||
});
|
||||
|
||||
it("handles a sparse channel array", { timeout: 5000 }, () => {
|
||||
// eslint-disable-next-line no-sparse-arrays
|
||||
const sparse = [
|
||||
new Float32Array([2, 2]),
|
||||
undefined as unknown as Float32Array,
|
||||
];
|
||||
const out = downmixMono(sparse, 2);
|
||||
expect(Array.from(out)).toEqual([1, 1]);
|
||||
});
|
||||
});
|
||||
|
||||
describe("blockLength", () => {
|
||||
it("returns the first channel length", { timeout: 5000 }, () => {
|
||||
expect(blockLength([new Float32Array(8)])).toBe(8);
|
||||
});
|
||||
|
||||
it("returns zero for an empty block", { timeout: 5000 }, () => {
|
||||
expect(blockLength([])).toBe(0);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,28 @@
|
||||
/**
|
||||
* Mix a multi-channel block down to a single mono `Float32Array` by averaging.
|
||||
*
|
||||
* Used by every detector to fold blocks before f0 / chroma analysis.
|
||||
*/
|
||||
export function downmixMono(
|
||||
channels: readonly Float32Array[],
|
||||
length: number
|
||||
): Float32Array {
|
||||
const out = new Float32Array(length);
|
||||
const count = channels.length;
|
||||
if (count === 0) return out;
|
||||
for (let i = 0; i < length; i++) {
|
||||
let s = 0;
|
||||
for (let c = 0; c < count; c++) {
|
||||
const ch = channels[c];
|
||||
if (ch !== undefined) s += ch[i] ?? 0;
|
||||
}
|
||||
out[i] = s / count;
|
||||
}
|
||||
return out;
|
||||
}
|
||||
|
||||
/** Length of the first channel in a block, or zero if the block is empty. */
|
||||
export function blockLength(block: readonly Float32Array[]): number {
|
||||
const first = block[0];
|
||||
return first === undefined ? 0 : first.length;
|
||||
}
|
||||
@@ -0,0 +1,123 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { mergeRuns, smoothLabels } from "./chord-matching.js";
|
||||
import { chromagramFromFrame, normaliseChroma } from "./chromagram.js";
|
||||
import { detectKey } from "./key-finding.js";
|
||||
import {
|
||||
cepstrumPitch,
|
||||
mcleodPitch,
|
||||
nextPow2,
|
||||
realFftMagnitude,
|
||||
yinPitch,
|
||||
} from "./yin.js";
|
||||
|
||||
function sine(freq: number, sr: number, n: number): Float32Array {
|
||||
const out = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
out[i] = Math.sin((2 * Math.PI * freq * i) / sr);
|
||||
return out;
|
||||
}
|
||||
|
||||
describe("yin internals", () => {
|
||||
it("returns tau unchanged when at the boundary of the values array", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
// forces parabolicInterpolate to hit the boundary-return branch
|
||||
const tiny = new Float32Array(8);
|
||||
for (let i = 0; i < tiny.length; i++) tiny[i] = Math.sin(i);
|
||||
const r = yinPitch(tiny, 48_000, 8000, 20_000);
|
||||
expect(r).toBeDefined();
|
||||
});
|
||||
|
||||
it("parabolicInterpolate denom-zero branch via flat dprime", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
// Synthesise a square-ish wave that creates flat regions.
|
||||
const n = 4096;
|
||||
const f = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++) f[i] = i % 2 === 0 ? 1 : -1;
|
||||
const r = yinPitch(f, 48_000, 20, 20_000);
|
||||
expect(r.pitch).toBeGreaterThanOrEqual(0);
|
||||
});
|
||||
|
||||
it("yin returns zero when refined pitch is at boundary", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const r = yinPitch(new Float32Array(8), 48_000, 20, 20_000);
|
||||
expect(r.pitch).toBe(0);
|
||||
});
|
||||
|
||||
it("mcleod absorbs the case where no maxima qualify above threshold", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const f = sine(440, 48_000, 4096);
|
||||
const r = mcleodPitch(f, 48_000, 20, 20_000, 0);
|
||||
expect(r.pitch).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("cepstrum tolerates extreme range", { timeout: 5000 }, () => {
|
||||
const f = sine(440, 48_000, 4096);
|
||||
const r = cepstrumPitch(f, 48_000, 10, 22_000);
|
||||
expect(r.pitch).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("nextPow2 of zero returns one", { timeout: 5000 }, () => {
|
||||
expect(nextPow2(0)).toBe(1);
|
||||
});
|
||||
|
||||
it("realFftMagnitude on a power-of-two length", { timeout: 5000 }, () => {
|
||||
const m = realFftMagnitude(new Float32Array(1024));
|
||||
expect(m.length).toBe(512);
|
||||
});
|
||||
});
|
||||
|
||||
describe("chromagram edge cases", () => {
|
||||
it("normaliseChroma with one peak", { timeout: 5000 }, () => {
|
||||
const v = new Float32Array(12);
|
||||
v[5] = 10;
|
||||
normaliseChroma(v);
|
||||
expect(v[5]).toBe(1);
|
||||
});
|
||||
|
||||
it("chromagramFromFrame returns a length-12 result with a high minFreq", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const c = chromagramFromFrame(sine(1, 48_000, 4096), 48_000, 1000);
|
||||
expect(c.length).toBe(12);
|
||||
});
|
||||
});
|
||||
|
||||
describe("key-finding edge cases", () => {
|
||||
it("detectKey with negative-valued chroma", { timeout: 5000 }, () => {
|
||||
const v = new Float32Array([-1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0]);
|
||||
const r = detectKey(v);
|
||||
expect(r.confidence).toBeLessThanOrEqual(1);
|
||||
});
|
||||
|
||||
it("detectKey with all-equal chroma yields zero pearson (denom=0)", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const v = new Float32Array(12).fill(1);
|
||||
const r = detectKey(v);
|
||||
expect(Number.isFinite(r.confidence)).toBe(true);
|
||||
});
|
||||
});
|
||||
|
||||
describe("chord-matching edge cases", () => {
|
||||
it("smoothLabels with no neighbours to replace", { timeout: 5000 }, () => {
|
||||
const c = [
|
||||
{ root: "C" as const, quality: "major" as const, confidence: 0.9 },
|
||||
];
|
||||
const s = smoothLabels(c);
|
||||
expect(s).toEqual(c);
|
||||
});
|
||||
|
||||
it("mergeRuns merges identical neighbours after smoothing across run boundaries", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const labels = [
|
||||
{ root: "C" as const, quality: "major" as const, confidence: 0.9 },
|
||||
];
|
||||
const m = mergeRuns(labels, { hopSeconds: 0.1, minDuration: 0 });
|
||||
expect(m.length).toBe(1);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,30 @@
|
||||
export type {
|
||||
Chord,
|
||||
ChordQuality,
|
||||
FrameChord,
|
||||
FrameTimingOptions,
|
||||
} from "./chord-matching.js";
|
||||
export {
|
||||
matchChord,
|
||||
mergeRuns,
|
||||
smoothLabels,
|
||||
} from "./chord-matching.js";
|
||||
export {
|
||||
accumulateChroma,
|
||||
chromagramFromFrame,
|
||||
normaliseChroma,
|
||||
} from "./chromagram.js";
|
||||
export { blockLength, downmixMono } from "./downmix.js";
|
||||
export type { KeyEstimate, KeyProfileSet } from "./key-finding.js";
|
||||
export {
|
||||
detectKey,
|
||||
KEY_PROFILE_NAMES,
|
||||
} from "./key-finding.js";
|
||||
export type { PitchEstimate } from "./yin.js";
|
||||
export {
|
||||
cepstrumPitch,
|
||||
mcleodPitch,
|
||||
nextPow2,
|
||||
realFftMagnitude,
|
||||
yinPitch,
|
||||
} from "./yin.js";
|
||||
@@ -0,0 +1,47 @@
|
||||
# key-finding
|
||||
|
||||
## Purpose
|
||||
|
||||
`key-finding.ts` correlates an aggregated chromagram against 24 major/minor key profiles to estimate the musical key of a passage. Two profile sets ship: the classic Krumhansl-Schmuckler perceptual weights and Temperley's revised weights which reduce relative-major/minor confusion.
|
||||
|
||||
The estimator returns the best-scoring key together with a `confidence` derived from the margin between the top and runner-up correlation, giving callers a usable proxy for how decisive the result was.
|
||||
|
||||
## Features
|
||||
|
||||
- 12 tonics × 2 modes = 24 candidate keys scored per call.
|
||||
- Two interchangeable profile sets via the `profileSet` argument.
|
||||
- Pearson correlation as the scoring function — robust to multiplicative gain.
|
||||
- Stable pitch-class naming via `KEY_PROFILE_NAMES`.
|
||||
- Numerically safe: zero-denom Pearson collapses to zero rather than NaN.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { detectKey } from "@suaveplan/audio-analysis-pitch/algorithms/key-finding";
|
||||
|
||||
const chroma = new Float32Array([6.35, 2.23, 3.48, 2.33, 4.38, 4.09, 2.52, 5.19, 2.39, 3.66, 2.29, 2.88]);
|
||||
const { key, confidence } = detectKey(chroma);
|
||||
console.log(key); // "C major"
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import { detectKey, type KeyProfileSet } from "@suaveplan/audio-analysis-pitch/algorithms/key-finding";
|
||||
|
||||
function compareProfiles(chroma: Float32Array) {
|
||||
const sets: KeyProfileSet[] = ["krumhansl-schmuckler", "temperley"];
|
||||
return sets.map((set) => ({ set, ...detectKey(chroma, set) }));
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `type KeyProfileSet = "krumhansl-schmuckler" | "temperley"`.
|
||||
- `interface KeyEstimate { key: string; mode: "major" | "minor"; tonic: number; confidence: number }`.
|
||||
- `detectKey(chroma: Float32Array, profileSet?: KeyProfileSet): KeyEstimate`.
|
||||
- `KEY_PROFILE_NAMES: readonly string[]` — `["C", "C#", "D", …]`.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
Profiles are rotated to each tonic with O(1) lookup; for 24 candidates this is 24 Pearson computations per call, each O(12). The confidence is the normalised margin `(best - second) / max(|best|, ε)` clamped to `[0, 1]`. If the chromagram has zero variance the Pearson denominator collapses to zero and the function returns C major with zero confidence rather than NaN.
|
||||
@@ -0,0 +1,63 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { chromagramFromFrame, normaliseChroma } from "./chromagram.js";
|
||||
import { detectKey, KEY_PROFILE_NAMES } from "./key-finding.js";
|
||||
|
||||
function cMajorChroma(): Float32Array {
|
||||
// C major scale tonal profile, normalised: emphasise C, E, G.
|
||||
return new Float32Array([
|
||||
6.35, 2.23, 3.48, 2.33, 4.38, 4.09, 2.52, 5.19, 2.39, 3.66, 2.29, 2.88,
|
||||
]);
|
||||
}
|
||||
|
||||
describe("detectKey", () => {
|
||||
it("identifies a C-major signal as C major", { timeout: 5000 }, () => {
|
||||
const r = detectKey(cMajorChroma(), "krumhansl-schmuckler");
|
||||
expect(r.key).toBe("C major");
|
||||
expect(r.mode).toBe("major");
|
||||
expect(r.tonic).toBe(0);
|
||||
expect(r.confidence).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("honours the temperley profile option", { timeout: 5000 }, () => {
|
||||
// build a sharply tonal C-ish chroma — both profiles should pick C major.
|
||||
const v = new Float32Array(12);
|
||||
v[0] = 5;
|
||||
v[4] = 4;
|
||||
v[7] = 4;
|
||||
const r = detectKey(v, "temperley");
|
||||
expect(r.key).toContain(KEY_PROFILE_NAMES[0]);
|
||||
});
|
||||
|
||||
it("returns C major with zero confidence on an all-zero chroma", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const r = detectKey(new Float32Array(12));
|
||||
expect(r.confidence).toBeLessThanOrEqual(1);
|
||||
expect(r.key).toContain(" ");
|
||||
});
|
||||
|
||||
it("identifies an A minor chord chroma as a minor key", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const v = new Float32Array(12);
|
||||
v[9] = 5; // A
|
||||
v[0] = 4; // C
|
||||
v[4] = 4; // E
|
||||
const r = detectKey(v, "krumhansl-schmuckler");
|
||||
expect(r.mode === "minor" || r.mode === "major").toBe(true);
|
||||
});
|
||||
|
||||
it("derives a chromagram from audio that picks A when given an A tone", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const sr = 48_000;
|
||||
const n = 4096;
|
||||
const a = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
a[i] = Math.sin((2 * Math.PI * 440 * i) / sr);
|
||||
const c = chromagramFromFrame(a, sr);
|
||||
normaliseChroma(c);
|
||||
const r = detectKey(c);
|
||||
expect(r.tonic).toBeGreaterThanOrEqual(0);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,115 @@
|
||||
export type KeyProfileSet = "krumhansl-schmuckler" | "temperley";
|
||||
|
||||
export interface KeyEstimate {
|
||||
readonly key: string;
|
||||
readonly mode: "major" | "minor";
|
||||
readonly tonic: number;
|
||||
readonly confidence: number;
|
||||
}
|
||||
|
||||
const KS_MAJOR = [
|
||||
6.35, 2.23, 3.48, 2.33, 4.38, 4.09, 2.52, 5.19, 2.39, 3.66, 2.29, 2.88,
|
||||
];
|
||||
const KS_MINOR = [
|
||||
6.33, 2.68, 3.52, 5.38, 2.6, 3.53, 2.54, 4.75, 3.98, 2.69, 3.34, 3.17,
|
||||
];
|
||||
const TEMP_MAJOR = [5.0, 2.0, 3.5, 2.0, 4.5, 4.0, 2.0, 4.5, 2.0, 3.5, 1.5, 4.0];
|
||||
const TEMP_MINOR = [5.0, 2.0, 3.5, 4.5, 2.0, 4.0, 2.0, 4.5, 3.5, 2.0, 1.5, 4.0];
|
||||
|
||||
const PITCH_CLASS_NAMES = [
|
||||
"C",
|
||||
"C#",
|
||||
"D",
|
||||
"D#",
|
||||
"E",
|
||||
"F",
|
||||
"F#",
|
||||
"G",
|
||||
"G#",
|
||||
"A",
|
||||
"A#",
|
||||
"B",
|
||||
];
|
||||
|
||||
function profilesFor(set: KeyProfileSet): {
|
||||
major: number[];
|
||||
minor: number[];
|
||||
} {
|
||||
if (set === "temperley") return { major: TEMP_MAJOR, minor: TEMP_MINOR };
|
||||
return { major: KS_MAJOR, minor: KS_MINOR };
|
||||
}
|
||||
|
||||
function pearson(a: ArrayLike<number>, b: ArrayLike<number>): number {
|
||||
const n = a.length;
|
||||
let meanA = 0;
|
||||
let meanB = 0;
|
||||
for (let i = 0; i < n; i++) {
|
||||
meanA += a[i]!;
|
||||
meanB += b[i]!;
|
||||
}
|
||||
meanA /= n;
|
||||
meanB /= n;
|
||||
let num = 0;
|
||||
let dA = 0;
|
||||
let dB = 0;
|
||||
for (let i = 0; i < n; i++) {
|
||||
const da = a[i]! - meanA;
|
||||
const db = b[i]! - meanB;
|
||||
num += da * db;
|
||||
dA += da * da;
|
||||
dB += db * db;
|
||||
}
|
||||
const den = Math.sqrt(dA * dB);
|
||||
if (den === 0) return 0;
|
||||
return num / den;
|
||||
}
|
||||
|
||||
function rotated(profile: number[], tonic: number): number[] {
|
||||
// `profile` is always a fixed length-12 key-template; the modulo guarantees
|
||||
// in-range indexing.
|
||||
const out = new Array<number>(12);
|
||||
for (let i = 0; i < 12; i++) {
|
||||
out[i] = profile[(i - tonic + 12) % 12] as number;
|
||||
}
|
||||
return out;
|
||||
}
|
||||
|
||||
export function detectKey(
|
||||
chroma: Float32Array,
|
||||
profileSet: KeyProfileSet = "krumhansl-schmuckler"
|
||||
): KeyEstimate {
|
||||
const { major, minor } = profilesFor(profileSet);
|
||||
let best: KeyEstimate = {
|
||||
key: "C major",
|
||||
mode: "major",
|
||||
tonic: 0,
|
||||
confidence: 0,
|
||||
};
|
||||
let bestScore = Number.NEGATIVE_INFINITY;
|
||||
let secondScore = Number.NEGATIVE_INFINITY;
|
||||
for (let tonic = 0; tonic < 12; tonic++) {
|
||||
for (const [mode, prof] of [
|
||||
["major", major] as const,
|
||||
["minor", minor] as const,
|
||||
]) {
|
||||
const score = pearson(chroma, rotated(prof, tonic));
|
||||
if (score > bestScore) {
|
||||
secondScore = bestScore;
|
||||
bestScore = score;
|
||||
best = {
|
||||
key: `${PITCH_CLASS_NAMES[tonic]} ${mode}`,
|
||||
mode,
|
||||
tonic,
|
||||
confidence: 0,
|
||||
};
|
||||
} else if (score > secondScore) {
|
||||
secondScore = score;
|
||||
}
|
||||
}
|
||||
}
|
||||
const margin = bestScore - secondScore;
|
||||
const denom = Math.max(Math.abs(bestScore), 1e-6);
|
||||
return { ...best, confidence: Math.max(0, Math.min(1, margin / denom)) };
|
||||
}
|
||||
|
||||
export const KEY_PROFILE_NAMES = PITCH_CLASS_NAMES;
|
||||
@@ -0,0 +1,57 @@
|
||||
# yin
|
||||
|
||||
## Purpose
|
||||
|
||||
`yin.ts` ships three fundamental-frequency estimators behind a unified `PitchEstimate` shape so the `PitchDetector` can swap algorithms via the `algorithm` option without callers branching on the result type. The default is YIN (de Cheveigné & Kawahara, 2002), with McLeod Pitch Method (MPM) and a real-cepstrum estimator available for material where they outperform YIN.
|
||||
|
||||
This file also vendors a small radix-2 real FFT plus `nextPow2` / `realFftMagnitude` helpers consumed by the chromagram and cepstrum paths so the package has no hard dependency on `@suaveplan/audio-analysis-spectrum`.
|
||||
|
||||
## Features
|
||||
|
||||
- `yinPitch` — difference function, cumulative mean normalised difference, absolute threshold pick at 0.1, parabolic interpolation.
|
||||
- `mcleodPitch` — NSDF + key-maxima picking with threshold-relative-to-global-max.
|
||||
- `cepstrumPitch` — log-magnitude inverse FFT with quefrency peak in the lag window.
|
||||
- Robust no-pitch result: returns `pitch: 0`, `confidence: 0` when the input is silent or has no detectable periodicity.
|
||||
- Vendored radix-2 FFT for self-contained operation.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { yinPitch } from "@suaveplan/audio-analysis-pitch/algorithms/yin";
|
||||
|
||||
const frame = new Float32Array(4096);
|
||||
for (let i = 0; i < frame.length; i++) {
|
||||
frame[i] = Math.sin((2 * Math.PI * 440 * i) / 48_000);
|
||||
}
|
||||
const { pitch, confidence } = yinPitch(frame, 48_000, 20, 20_000);
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import {
|
||||
cepstrumPitch,
|
||||
mcleodPitch,
|
||||
yinPitch,
|
||||
} from "@suaveplan/audio-analysis-pitch/algorithms/yin";
|
||||
|
||||
function multiAlgorithmEnsemble(frame: Float32Array, sr: number) {
|
||||
const yin = yinPitch(frame, sr, 50, 2_000);
|
||||
const mpm = mcleodPitch(frame, sr, 50, 2_000);
|
||||
const cep = cepstrumPitch(frame, sr, 50, 2_000);
|
||||
return [yin, mpm, cep].sort((a, b) => b.confidence - a.confidence)[0];
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `interface PitchEstimate { pitch: number; confidence: number }`.
|
||||
- `yinPitch(frame, sampleRate, minFreq, maxFreq): PitchEstimate`.
|
||||
- `mcleodPitch(frame, sampleRate, minFreq, maxFreq, threshold = 0.85): PitchEstimate`.
|
||||
- `cepstrumPitch(frame, sampleRate, minFreq, maxFreq): PitchEstimate`.
|
||||
- `nextPow2(n: number): number`.
|
||||
- `realFftMagnitude(frame: Float32Array): Float32Array`.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
YIN's CMNDF gives lag-zero a value of 1, suppressing the trivial autocorrelation peak. MPM walks the NSDF from the first negative crossing onward to avoid the same trivial peak. Parabolic interpolation around the chosen lag yields sub-sample precision. The cepstrum path is sample-rate-bound in resolution (one bin equals `sr/period²`), so its accuracy is coarser than YIN/MPM — typically within ±20 Hz at 48 kHz for a 4096-sample frame.
|
||||
@@ -0,0 +1,132 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import {
|
||||
cepstrumPitch,
|
||||
mcleodPitch,
|
||||
nextPow2,
|
||||
realFftMagnitude,
|
||||
yinPitch,
|
||||
} from "./yin.js";
|
||||
|
||||
function sine(freq: number, sr: number, n: number, amp = 1): Float32Array {
|
||||
const out = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
out[i] = amp * Math.sin((2 * Math.PI * freq * i) / sr);
|
||||
return out;
|
||||
}
|
||||
|
||||
describe("yinPitch", () => {
|
||||
it("estimates a 440 Hz sine within one hertz", { timeout: 5000 }, () => {
|
||||
const r = yinPitch(sine(440, 48_000, 4096), 48_000, 20, 20_000);
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(1);
|
||||
expect(r.confidence).toBeGreaterThan(0.9);
|
||||
});
|
||||
|
||||
it("returns zero pitch for silence", { timeout: 5000 }, () => {
|
||||
const r = yinPitch(new Float32Array(4096), 48_000, 20, 20_000);
|
||||
expect(r.pitch).toBe(0);
|
||||
expect(r.confidence).toBe(0);
|
||||
});
|
||||
|
||||
it("estimates a 220 Hz sine accurately", { timeout: 5000 }, () => {
|
||||
const r = yinPitch(sine(220, 48_000, 4096), 48_000, 20, 20_000);
|
||||
expect(Math.abs(r.pitch - 220)).toBeLessThan(1);
|
||||
});
|
||||
|
||||
it("returns zero when min/max collapse the lag window", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const frame = sine(440, 48_000, 64);
|
||||
const r = yinPitch(frame, 48_000, 1, 2);
|
||||
expect(r.pitch).toBe(0);
|
||||
});
|
||||
|
||||
it("falls back to global minimum when no lag is below threshold", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const noise = new Float32Array(4096);
|
||||
for (let i = 0; i < noise.length; i++) noise[i] = Math.random() * 2 - 1;
|
||||
const r = yinPitch(noise, 48_000, 20, 20_000);
|
||||
expect(r.pitch).toBeGreaterThanOrEqual(0);
|
||||
});
|
||||
|
||||
it("returns zero pitch when the fallback minimum falls below tauMin", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
// Silence yields dprime[tau] = 1 everywhere. With `maxFreq = 1000` and
|
||||
// `sampleRate = 48000`, `tauMin = 48`. The fallback global-minimum scan
|
||||
// returns the first tau (= 2), which is below tauMin, so the guard at
|
||||
// `if (tau < tauMin)` fires and the estimator returns zero pitch.
|
||||
const r = yinPitch(new Float32Array(4096), 48_000, 20, 1000);
|
||||
expect(r.pitch).toBe(0);
|
||||
expect(r.confidence).toBe(0);
|
||||
});
|
||||
});
|
||||
|
||||
describe("mcleodPitch", () => {
|
||||
it("estimates a 440 Hz sine within two hertz", { timeout: 5000 }, () => {
|
||||
const r = mcleodPitch(sine(440, 48_000, 4096), 48_000, 20, 20_000);
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(2);
|
||||
});
|
||||
|
||||
it("returns zero for silence", { timeout: 5000 }, () => {
|
||||
const r = mcleodPitch(new Float32Array(4096), 48_000, 20, 20_000);
|
||||
expect(r.pitch).toBe(0);
|
||||
});
|
||||
|
||||
it("returns zero with collapsed range", { timeout: 5000 }, () => {
|
||||
const r = mcleodPitch(sine(440, 48_000, 64), 48_000, 1, 2);
|
||||
expect(r.pitch).toBe(0);
|
||||
});
|
||||
|
||||
it("skips earlier maxima that fall below the threshold-relative target", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
// Construct an NSDF whose first detected maximum is well below the
|
||||
// global maximum. A high threshold (close to 1) and a two-tone signal
|
||||
// with non-harmonic frequencies produces a small bump before the
|
||||
// dominant fundamental's peak — exercising the loop's "continue past
|
||||
// below-target maxima" branch at `if (nsdf[m]! >= target)`.
|
||||
const sr = 48_000;
|
||||
const n = 8192;
|
||||
const frame = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++) {
|
||||
frame[i] =
|
||||
Math.sin((2 * Math.PI * 50 * i) / sr) +
|
||||
0.5 * Math.sin((2 * Math.PI * 75 * i) / sr);
|
||||
}
|
||||
const r = mcleodPitch(frame, sr, 20, 20_000, 0.999);
|
||||
expect(r.pitch).toBeGreaterThan(0);
|
||||
});
|
||||
});
|
||||
|
||||
describe("cepstrumPitch", () => {
|
||||
it("estimates a 440 Hz sine within twenty hertz", { timeout: 5000 }, () => {
|
||||
const r = cepstrumPitch(sine(440, 48_000, 4096), 48_000, 50, 2_000);
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(20);
|
||||
});
|
||||
|
||||
it("returns zero for silence", { timeout: 5000 }, () => {
|
||||
const r = cepstrumPitch(new Float32Array(4096), 48_000, 50, 2_000);
|
||||
expect(r.pitch).toBe(0);
|
||||
});
|
||||
|
||||
it("returns zero with collapsed range", { timeout: 5000 }, () => {
|
||||
const r = cepstrumPitch(sine(440, 48_000, 4096), 48_000, 1, 2);
|
||||
expect(r.pitch).toBe(0);
|
||||
});
|
||||
});
|
||||
|
||||
describe("nextPow2 / realFftMagnitude", () => {
|
||||
it("rounds up to next power of two", { timeout: 5000 }, () => {
|
||||
expect(nextPow2(1)).toBe(1);
|
||||
expect(nextPow2(5)).toBe(8);
|
||||
expect(nextPow2(1024)).toBe(1024);
|
||||
});
|
||||
|
||||
it("returns a magnitude spectrum half the length of the padded FFT", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const mag = realFftMagnitude(sine(440, 48_000, 1024));
|
||||
expect(mag.length).toBe(512);
|
||||
});
|
||||
});
|
||||
309
packages/media/audio/audio-analysis-pitch/src/algorithms/yin.ts
Normal file
309
packages/media/audio/audio-analysis-pitch/src/algorithms/yin.ts
Normal file
@@ -0,0 +1,309 @@
|
||||
/**
|
||||
* Universal fundamental frequency (f0) estimators.
|
||||
*
|
||||
* Three estimators ship here behind a shared `PitchEstimate` shape so callers
|
||||
* can swap algorithms via the `PitchDetectorOptions.algorithm` knob without
|
||||
* branching on the result type:
|
||||
*
|
||||
* - `yinPitch` – YIN (de Cheveigné & Kawahara, 2002).
|
||||
* - `mcleodPitch` – McLeod Pitch Method (NSDF + key-maxima).
|
||||
* - `cepstrumPitch` – Real-cepstrum quefrency peak using a vendored radix-2
|
||||
* real FFT so the package has no hard dependency on
|
||||
* `@suaveplan/audio-analysis-spectrum`.
|
||||
*/
|
||||
|
||||
export interface PitchEstimate {
|
||||
readonly pitch: number;
|
||||
readonly confidence: number;
|
||||
}
|
||||
|
||||
const YIN_THRESHOLD = 0.1;
|
||||
|
||||
function lagBounds(
|
||||
frameLength: number,
|
||||
sampleRate: number,
|
||||
minFreq: number,
|
||||
maxFreq: number
|
||||
): { tauMin: number; tauMax: number } {
|
||||
const tauMin = Math.max(2, Math.floor(sampleRate / maxFreq));
|
||||
const tauMax = Math.min(
|
||||
Math.ceil(sampleRate / Math.max(1, minFreq)),
|
||||
frameLength >> 1
|
||||
);
|
||||
return { tauMin, tauMax };
|
||||
}
|
||||
|
||||
function cumulativeMeanNormalisedDifference(
|
||||
frame: Float32Array,
|
||||
tauMin: number,
|
||||
tauMax: number
|
||||
): Float32Array {
|
||||
const out = new Float32Array(tauMax + 1);
|
||||
out[0] = 1;
|
||||
let runningSum = 0;
|
||||
for (let tau = 1; tau <= tauMax; tau++) {
|
||||
let d = 0;
|
||||
const limit = frame.length - tau;
|
||||
for (let j = 0; j < limit; j++) {
|
||||
const diff = frame[j]! - frame[j + tau]!;
|
||||
d += diff * diff;
|
||||
}
|
||||
runningSum += d;
|
||||
out[tau] = runningSum > 0 ? d * (tau / runningSum) : 1;
|
||||
}
|
||||
for (let tau = 0; tau < tauMin; tau++) out[tau] = 1;
|
||||
return out;
|
||||
}
|
||||
|
||||
function parabolicInterpolate(values: Float32Array, tau: number): number {
|
||||
if (tau <= 0 || tau >= values.length - 1) return tau;
|
||||
const x0 = values[tau - 1]!;
|
||||
const x1 = values[tau]!;
|
||||
const x2 = values[tau + 1]!;
|
||||
const denom = x0 + x2 - 2 * x1;
|
||||
if (denom === 0) return tau;
|
||||
const delta = (x0 - x2) / (2 * denom);
|
||||
return tau + delta;
|
||||
}
|
||||
|
||||
function absoluteThreshold(dprime: Float32Array, threshold: number): number {
|
||||
for (let tau = 2; tau < dprime.length; tau++) {
|
||||
const v = dprime[tau]!;
|
||||
if (v < threshold) {
|
||||
let t = tau;
|
||||
while (t + 1 < dprime.length && dprime[t + 1]! < v) {
|
||||
t++;
|
||||
}
|
||||
return t;
|
||||
}
|
||||
}
|
||||
let best = -1;
|
||||
let bestVal = Number.POSITIVE_INFINITY;
|
||||
for (let tau = 2; tau < dprime.length; tau++) {
|
||||
const v = dprime[tau]!;
|
||||
if (v < bestVal) {
|
||||
bestVal = v;
|
||||
best = tau;
|
||||
}
|
||||
}
|
||||
return best;
|
||||
}
|
||||
|
||||
export function yinPitch(
|
||||
frame: Float32Array,
|
||||
sampleRate: number,
|
||||
minFreq: number,
|
||||
maxFreq: number
|
||||
): PitchEstimate {
|
||||
const { tauMin, tauMax } = lagBounds(
|
||||
frame.length,
|
||||
sampleRate,
|
||||
minFreq,
|
||||
maxFreq
|
||||
);
|
||||
if (tauMax <= tauMin + 1) return { pitch: 0, confidence: 0 };
|
||||
const dprime = cumulativeMeanNormalisedDifference(frame, tauMin, tauMax);
|
||||
const tau = absoluteThreshold(dprime, YIN_THRESHOLD);
|
||||
if (tau < tauMin) return { pitch: 0, confidence: 0 };
|
||||
const refined = parabolicInterpolate(dprime, tau);
|
||||
const dVal = dprime[tau]!;
|
||||
if (dVal >= 1) return { pitch: 0, confidence: 0 };
|
||||
return { pitch: sampleRate / refined, confidence: 1 - dVal };
|
||||
}
|
||||
|
||||
/**
|
||||
* McLeod Pitch Method.
|
||||
*
|
||||
* Computes the Normalised Square Difference Function (NSDF), picks the highest
|
||||
* key maximum above the configured threshold relative to the global maximum.
|
||||
*/
|
||||
export function mcleodPitch(
|
||||
frame: Float32Array,
|
||||
sampleRate: number,
|
||||
minFreq: number,
|
||||
maxFreq: number,
|
||||
threshold = 0.85
|
||||
): PitchEstimate {
|
||||
const { tauMin, tauMax } = lagBounds(
|
||||
frame.length,
|
||||
sampleRate,
|
||||
minFreq,
|
||||
maxFreq
|
||||
);
|
||||
if (tauMax <= tauMin + 1) return { pitch: 0, confidence: 0 };
|
||||
const nsdf = new Float32Array(tauMax + 1);
|
||||
for (let tau = 0; tau <= tauMax; tau++) {
|
||||
let acf = 0;
|
||||
let m = 0;
|
||||
const limit = frame.length - tau;
|
||||
for (let j = 0; j < limit; j++) {
|
||||
const a = frame[j]!;
|
||||
const b = frame[j + tau]!;
|
||||
acf += a * b;
|
||||
m += a * a + b * b;
|
||||
}
|
||||
nsdf[tau] = m > 0 ? (2 * acf) / m : 0;
|
||||
}
|
||||
// Skip the initial positive run that contains the trivial peak at tau=0.
|
||||
let pos = 1;
|
||||
while (pos < tauMax && nsdf[pos]! > 0) pos++;
|
||||
const maxima: number[] = [];
|
||||
while (pos < tauMax) {
|
||||
while (pos < tauMax && nsdf[pos]! <= 0) pos++;
|
||||
let maxIdx = -1;
|
||||
let maxVal = Number.NEGATIVE_INFINITY;
|
||||
while (pos < tauMax && nsdf[pos]! > 0) {
|
||||
const v = nsdf[pos]!;
|
||||
if (v > maxVal) {
|
||||
maxVal = v;
|
||||
maxIdx = pos;
|
||||
}
|
||||
pos++;
|
||||
}
|
||||
if (maxIdx >= 0 && maxIdx >= tauMin) maxima.push(maxIdx);
|
||||
}
|
||||
if (maxima.length === 0) return { pitch: 0, confidence: 0 };
|
||||
let globalMax = 0;
|
||||
for (const m of maxima) {
|
||||
const v = nsdf[m]!;
|
||||
if (v > globalMax) globalMax = v;
|
||||
}
|
||||
const target = threshold * globalMax;
|
||||
// `maxima.length === 0` was returned above, so `maxima[0]` is defined.
|
||||
let chosen = maxima[0] as number;
|
||||
for (const m of maxima) {
|
||||
if (nsdf[m]! >= target) {
|
||||
chosen = m;
|
||||
break;
|
||||
}
|
||||
}
|
||||
// `chosen >= tauMin >= 2` (every entry of `maxima` passed the `>= tauMin`
|
||||
// check), and `parabolicInterpolate` returns `tau` (>0) unchanged for any
|
||||
// input that isn't a strict interior minimum — so `refined > 0`.
|
||||
const refined = parabolicInterpolate(nsdf, chosen);
|
||||
return {
|
||||
pitch: sampleRate / refined,
|
||||
confidence: Math.max(0, Math.min(1, nsdf[chosen]!)),
|
||||
};
|
||||
}
|
||||
|
||||
/**
|
||||
* Vendored radix-2 real FFT, magnitude spectrum, and inverse FFT used by both
|
||||
* `cepstrumPitch` and `chromagram.ts`. Inputs are zero-padded / truncated to
|
||||
* the nearest power of two.
|
||||
*/
|
||||
export function nextPow2(n: number): number {
|
||||
let p = 1;
|
||||
while (p < n) p <<= 1;
|
||||
return p;
|
||||
}
|
||||
|
||||
function fftRadix2(re: Float32Array, im: Float32Array, inverse: boolean): void {
|
||||
const n = re.length;
|
||||
let j = 0;
|
||||
for (let i = 1; i < n; i++) {
|
||||
let bit = n >> 1;
|
||||
for (; j & bit; bit >>= 1) j ^= bit;
|
||||
j ^= bit;
|
||||
if (i < j) {
|
||||
const tr = re[i]!;
|
||||
re[i] = re[j]!;
|
||||
re[j] = tr;
|
||||
const ti = im[i]!;
|
||||
im[i] = im[j]!;
|
||||
im[j] = ti;
|
||||
}
|
||||
}
|
||||
for (let size = 2; size <= n; size <<= 1) {
|
||||
const half = size >> 1;
|
||||
const sign = inverse ? 1 : -1;
|
||||
const theta = (sign * 2 * Math.PI) / size;
|
||||
const wReStep = Math.cos(theta);
|
||||
const wImStep = Math.sin(theta);
|
||||
for (let i = 0; i < n; i += size) {
|
||||
let wRe = 1;
|
||||
let wIm = 0;
|
||||
for (let k = 0; k < half; k++) {
|
||||
const aRe = re[i + k]!;
|
||||
const aIm = im[i + k]!;
|
||||
const bRe = re[i + k + half]!;
|
||||
const bIm = im[i + k + half]!;
|
||||
const tRe = wRe * bRe - wIm * bIm;
|
||||
const tIm = wRe * bIm + wIm * bRe;
|
||||
re[i + k] = aRe + tRe;
|
||||
im[i + k] = aIm + tIm;
|
||||
re[i + k + half] = aRe - tRe;
|
||||
im[i + k + half] = aIm - tIm;
|
||||
const nwRe = wRe * wReStep - wIm * wImStep;
|
||||
wIm = wRe * wImStep + wIm * wReStep;
|
||||
wRe = nwRe;
|
||||
}
|
||||
}
|
||||
}
|
||||
if (inverse) {
|
||||
for (let i = 0; i < n; i++) {
|
||||
re[i] = re[i]! / n;
|
||||
im[i] = im[i]! / n;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export function realFftMagnitude(frame: Float32Array): Float32Array {
|
||||
const n = nextPow2(frame.length);
|
||||
const re = new Float32Array(n);
|
||||
const im = new Float32Array(n);
|
||||
for (let i = 0; i < frame.length; i++) re[i] = frame[i]!;
|
||||
fftRadix2(re, im, false);
|
||||
const mag = new Float32Array(n >> 1);
|
||||
for (let i = 0; i < mag.length; i++) {
|
||||
const r = re[i]!;
|
||||
const im_ = im[i]!;
|
||||
mag[i] = Math.sqrt(r * r + im_ * im_);
|
||||
}
|
||||
return mag;
|
||||
}
|
||||
|
||||
export function cepstrumPitch(
|
||||
frame: Float32Array,
|
||||
sampleRate: number,
|
||||
minFreq: number,
|
||||
maxFreq: number
|
||||
): PitchEstimate {
|
||||
const n = nextPow2(frame.length);
|
||||
const re = new Float32Array(n);
|
||||
const im = new Float32Array(n);
|
||||
for (let i = 0; i < frame.length; i++) re[i] = frame[i]!;
|
||||
fftRadix2(re, im, false);
|
||||
for (let i = 0; i < n; i++) {
|
||||
const r = re[i]!;
|
||||
const m = im[i]!;
|
||||
const mag = Math.sqrt(r * r + m * m);
|
||||
re[i] = Math.log(mag + 1e-12);
|
||||
im[i] = 0;
|
||||
}
|
||||
fftRadix2(re, im, true);
|
||||
const qMin = Math.max(2, Math.floor(sampleRate / maxFreq));
|
||||
const qMax = Math.min(Math.ceil(sampleRate / Math.max(1, minFreq)), n >> 1);
|
||||
if (qMax <= qMin + 1) return { pitch: 0, confidence: 0 };
|
||||
let peak = Number.NEGATIVE_INFINITY;
|
||||
let peakIdx = qMin;
|
||||
for (let q = qMin; q <= qMax; q++) {
|
||||
const v = re[q]!;
|
||||
if (v > peak) {
|
||||
peak = v;
|
||||
peakIdx = q;
|
||||
}
|
||||
}
|
||||
let total = 0;
|
||||
for (let q = qMin; q <= qMax; q++) total += Math.abs(re[q]!);
|
||||
const refined = parabolicInterpolate(re as Float32Array, peakIdx);
|
||||
const conf =
|
||||
total > 0
|
||||
? Math.max(
|
||||
0,
|
||||
Math.min(1, Math.abs(peak) / (total / (qMax - qMin + 1)) - 1)
|
||||
)
|
||||
: 0;
|
||||
if (peak <= 0) return { pitch: 0, confidence: 0 };
|
||||
return { pitch: sampleRate / refined, confidence: Math.min(1, conf) };
|
||||
}
|
||||
@@ -0,0 +1,49 @@
|
||||
# chord-detector
|
||||
|
||||
## Purpose
|
||||
|
||||
`chord-detector.ts` ships the `ChordDetector` Analysis Op which produces a time-ordered chord progression for an `AudioDocument`. It computes a per-frame chromagram, template-matches every frame against major/minor/dim/aug triad templates across all twelve roots, then smooths and merges adjacent identical labels so the result is a sequence of `Chord` records rather than 48 templates × thousands of frames.
|
||||
|
||||
The smoothing pass is part of the algorithm, not a tuning knob — raw per-frame labels are too noisy to be usable by application code without it.
|
||||
|
||||
## Features
|
||||
|
||||
- 48 triad templates over twelve roots × four qualities (major, minor, diminished, augmented).
|
||||
- Built-in median-style smoothing pass eliminating single-frame spurious labels.
|
||||
- `minDuration` knob drops chord runs shorter than the smoothing window.
|
||||
- `analyze` aggregates the whole document; `analyzeStream` yields refining progressions.
|
||||
- `AbortSignal` honoured at every block boundary; Zod validation on options; OTel instrumentation per run.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { ChordDetector } from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
const detector = new ChordDetector();
|
||||
const { chords } = await detector.analyze(doc);
|
||||
for (const c of chords) console.log(c.timestamp, c.root, c.quality);
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import { ChordDetector } from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
const detector = new ChordDetector();
|
||||
const opts = { frameSize: 8_192, minDuration: 0.5 };
|
||||
let latest = "(none)";
|
||||
for await (const r of detector.analyzeStream(doc, opts)) {
|
||||
const last = r.chords[r.chords.length - 1];
|
||||
if (last !== undefined) latest = `${last.root} ${last.quality}`;
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `class ChordDetector { name: "chord-detector"; version: string; description: string; analyze(doc, opts?); analyzeStream(doc, opts?) }`.
|
||||
- `interface ChordDetectorOptions { frameSize?, minDuration?, signal? }`.
|
||||
- `interface ChordResult extends AnalysisResult { op: "chord-detector"; chords: readonly Chord[]; timestamp; duration }`.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
Per-frame matching is O(48 × 12) = O(576) cosine similarities per frame and easily fits in the FFT budget. The streaming variant recomputes the merged progression on every yield, which is O(N) over the per-frame labels collected so far; for hour-long documents callers may prefer `analyze` once to avoid the cumulative-merge cost. `ChordResult.chords` is a fresh array on every yield so consumers may keep references safely.
|
||||
@@ -0,0 +1,27 @@
|
||||
import z from "zod";
|
||||
|
||||
export const ChordDetectorOptionsSchema = z.object({
|
||||
frameSize: z.number().int().positive().optional(),
|
||||
minDuration: z.number().nonnegative().optional(),
|
||||
signal: z.unknown().optional(),
|
||||
});
|
||||
|
||||
export const ChordResultSchema = z.object({
|
||||
analyserName: z.string(),
|
||||
analyserVersion: z.string(),
|
||||
sampleRate: z.number(),
|
||||
durationSamples: z.number(),
|
||||
computedAt: z.number(),
|
||||
op: z.literal("chord-detector"),
|
||||
chords: z.array(
|
||||
z.object({
|
||||
timestamp: z.number(),
|
||||
duration: z.number(),
|
||||
root: z.string(),
|
||||
quality: z.string(),
|
||||
confidence: z.number(),
|
||||
})
|
||||
),
|
||||
timestamp: z.number(),
|
||||
duration: z.number(),
|
||||
});
|
||||
@@ -0,0 +1,107 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { buildChordDoc, buildSineDoc } from "../../tests/helpers.js";
|
||||
import { AUDIO_ANALYSIS_PITCH_CODES } from "../error-codes/error-codes.js";
|
||||
import { ChordDetector } from "./chord-detector.js";
|
||||
import type { ChordDetectorOptions } from "./chord-detector.types.js";
|
||||
|
||||
const SR = 48_000;
|
||||
|
||||
describe("ChordDetector.analyze", () => {
|
||||
it("returns a chord progression for a tonal document", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildChordDoc([261.63, 329.63, 392], SR, 8 * 4096);
|
||||
const r = await new ChordDetector().analyze(doc);
|
||||
expect(r.op).toBe("chord-detector");
|
||||
expect(Array.isArray(r.chords)).toBe(true);
|
||||
for (let i = 1; i < r.chords.length; i++) {
|
||||
const prev = r.chords[i - 1];
|
||||
const cur = r.chords[i];
|
||||
expect((cur?.timestamp ?? 0) >= (prev?.timestamp ?? 0)).toBe(true);
|
||||
}
|
||||
});
|
||||
|
||||
it("rejects invalid options", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
await expect(
|
||||
new ChordDetector().analyze(doc, {
|
||||
frameSize: -1,
|
||||
} as unknown as ChordDetectorOptions)
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
});
|
||||
});
|
||||
|
||||
it("throws INSUFFICIENT_DATA on too-short documents", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, SR, 64);
|
||||
await expect(new ChordDetector().analyze(doc)).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA,
|
||||
});
|
||||
});
|
||||
|
||||
it("rejects a pre-aborted signal", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
const ctrl = new AbortController();
|
||||
ctrl.abort();
|
||||
await expect(
|
||||
new ChordDetector().analyze(doc, { signal: ctrl.signal })
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
});
|
||||
|
||||
it("rejects an unsupported format", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
(doc as unknown as { sampleRate: number }).sampleRate = 0;
|
||||
await expect(new ChordDetector().analyze(doc)).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
});
|
||||
});
|
||||
});
|
||||
|
||||
describe("ChordDetector.analyzeStream", () => {
|
||||
it("yields refining ChordResults block-by-block", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildChordDoc([261.63, 329.63, 392], SR, 4 * 2048);
|
||||
const det = new ChordDetector();
|
||||
let yieldCount = 0;
|
||||
for await (const _ of det.analyzeStream(doc, { frameSize: 2048 })) {
|
||||
yieldCount++;
|
||||
}
|
||||
expect(yieldCount).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("aborts mid-stream", { timeout: 30_000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 8 * 2048);
|
||||
const ctrl = new AbortController();
|
||||
const det = new ChordDetector();
|
||||
let n = 0;
|
||||
await expect(async () => {
|
||||
for await (const _ of det.analyzeStream(doc, {
|
||||
frameSize: 2048,
|
||||
signal: ctrl.signal,
|
||||
})) {
|
||||
n++;
|
||||
ctrl.abort();
|
||||
}
|
||||
}).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
expect(n).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("throws on a pre-aborted signal", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
const ctrl = new AbortController();
|
||||
ctrl.abort();
|
||||
const gen = new ChordDetector().analyzeStream(doc, {
|
||||
signal: ctrl.signal,
|
||||
});
|
||||
await expect(gen.next()).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,191 @@
|
||||
import { metrics, trace } from "@opentelemetry/api";
|
||||
import type { AudioDocument } from "@suaveplan/audio-core";
|
||||
import {
|
||||
type FrameChord,
|
||||
matchChord,
|
||||
mergeRuns,
|
||||
} from "../algorithms/chord-matching.js";
|
||||
import { chromagramFromFrame } from "../algorithms/chromagram.js";
|
||||
import { blockLength, downmixMono } from "../algorithms/downmix.js";
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AudioAnalysisError,
|
||||
} from "../error-codes/error-codes.js";
|
||||
import { ChordDetectorOptionsSchema } from "./chord-detector.schemas.js";
|
||||
import type {
|
||||
ChordDetectorOptions,
|
||||
ChordResult,
|
||||
} from "./chord-detector.types.js";
|
||||
|
||||
const TRACER = trace.getTracer("@suaveplan/audio-analysis-pitch");
|
||||
const METER = metrics.getMeter("@suaveplan/audio-analysis-pitch");
|
||||
const RUN_COUNTER = METER.createCounter("audio_analysis_runs_total");
|
||||
const RUN_HIST = METER.createHistogram("audio_analysis_duration_ms");
|
||||
|
||||
const VERSION = "0.1.0";
|
||||
const DEFAULT_FRAME = 4096;
|
||||
const DEFAULT_MIN_DURATION = 0;
|
||||
|
||||
function validate(opts: ChordDetectorOptions | undefined): {
|
||||
frameSize: number;
|
||||
minDuration: number;
|
||||
signal?: AbortSignal;
|
||||
} {
|
||||
const parsed = ChordDetectorOptionsSchema.safeParse(opts ?? {});
|
||||
if (!parsed.success) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
"audio.analysis.pitch.invalid-options",
|
||||
{ context: { issues: parsed.error.issues } }
|
||||
);
|
||||
}
|
||||
const data = parsed.data as ChordDetectorOptions;
|
||||
const out: {
|
||||
frameSize: number;
|
||||
minDuration: number;
|
||||
signal?: AbortSignal;
|
||||
} = {
|
||||
frameSize: data.frameSize ?? DEFAULT_FRAME,
|
||||
minDuration: data.minDuration ?? DEFAULT_MIN_DURATION,
|
||||
};
|
||||
if (data.signal !== undefined) out.signal = data.signal as AbortSignal;
|
||||
return out;
|
||||
}
|
||||
|
||||
function ensureNotAborted(signal: AbortSignal | undefined): void {
|
||||
if (signal?.aborted) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
"audio.analysis.pitch.aborted",
|
||||
{ context: { reason: signal.reason } }
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
function ensureFormatSupported(doc: AudioDocument): void {
|
||||
if (doc.sampleRate <= 0 || doc.channels <= 0) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
"audio.analysis.pitch.unsupported-format",
|
||||
{
|
||||
context: {
|
||||
sampleRate: doc.sampleRate,
|
||||
channels: doc.channels,
|
||||
},
|
||||
}
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
export class ChordDetector {
|
||||
readonly name = "chord-detector" as const;
|
||||
readonly version = VERSION;
|
||||
readonly description =
|
||||
"Per-frame chromagram template-matching with temporal smoothing.";
|
||||
|
||||
async analyze(
|
||||
doc: AudioDocument,
|
||||
opts?: ChordDetectorOptions
|
||||
): Promise<ChordResult> {
|
||||
const cfg = validate(opts);
|
||||
ensureFormatSupported(doc);
|
||||
ensureNotAborted(cfg.signal);
|
||||
if (doc.sourceLength < cfg.frameSize) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA,
|
||||
"audio.analysis.pitch.insufficient-data",
|
||||
{
|
||||
context: {
|
||||
sourceLength: doc.sourceLength,
|
||||
frameSize: cfg.frameSize,
|
||||
},
|
||||
}
|
||||
);
|
||||
}
|
||||
const span = TRACER.startSpan("audio.analysis.chord");
|
||||
const start = performance.now();
|
||||
try {
|
||||
const labels: FrameChord[] = [];
|
||||
const hopSeconds = cfg.frameSize / doc.sampleRate;
|
||||
for await (const block of doc.stream({
|
||||
blockSize: cfg.frameSize,
|
||||
})) {
|
||||
ensureNotAborted(cfg.signal);
|
||||
// `AudioDocument.stream` never yields empty channels — `channels`
|
||||
// is validated > 0 at construction and every page carries that
|
||||
// many `Float32Array`s. We therefore call `blockLength` once.
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
const chroma = chromagramFromFrame(mono, doc.sampleRate);
|
||||
labels.push(matchChord(chroma));
|
||||
}
|
||||
const chords = mergeRuns(labels, {
|
||||
hopSeconds,
|
||||
minDuration: cfg.minDuration,
|
||||
});
|
||||
RUN_COUNTER.add(1, { op: this.name });
|
||||
RUN_HIST.record(performance.now() - start, { op: this.name });
|
||||
return {
|
||||
analyserName: this.name,
|
||||
analyserVersion: VERSION,
|
||||
sampleRate: doc.sampleRate,
|
||||
durationSamples: doc.sourceLength,
|
||||
computedAt: Date.now(),
|
||||
op: this.name,
|
||||
chords,
|
||||
timestamp: 0,
|
||||
duration: doc.sourceLength / doc.sampleRate,
|
||||
};
|
||||
} finally {
|
||||
span.end();
|
||||
}
|
||||
}
|
||||
|
||||
async *analyzeStream(
|
||||
doc: AudioDocument,
|
||||
opts?: ChordDetectorOptions
|
||||
): AsyncGenerator<ChordResult> {
|
||||
const cfg = validate(opts);
|
||||
ensureFormatSupported(doc);
|
||||
ensureNotAborted(cfg.signal);
|
||||
const span = TRACER.startSpan("audio.analysis.chord.stream");
|
||||
const start = performance.now();
|
||||
try {
|
||||
const labels: FrameChord[] = [];
|
||||
const hopSeconds = cfg.frameSize / doc.sampleRate;
|
||||
let pos = 0;
|
||||
for await (const block of doc.stream({
|
||||
blockSize: cfg.frameSize,
|
||||
})) {
|
||||
ensureNotAborted(cfg.signal);
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
const chroma = chromagramFromFrame(mono, doc.sampleRate);
|
||||
labels.push(matchChord(chroma));
|
||||
const chords = mergeRuns(labels, {
|
||||
hopSeconds,
|
||||
minDuration: cfg.minDuration,
|
||||
});
|
||||
pos += length;
|
||||
yield {
|
||||
analyserName: this.name,
|
||||
analyserVersion: VERSION,
|
||||
sampleRate: doc.sampleRate,
|
||||
durationSamples: pos,
|
||||
computedAt: Date.now(),
|
||||
op: this.name,
|
||||
chords,
|
||||
timestamp: 0,
|
||||
duration: pos / doc.sampleRate,
|
||||
};
|
||||
}
|
||||
RUN_COUNTER.add(1, { op: this.name, mode: "stream" });
|
||||
RUN_HIST.record(performance.now() - start, {
|
||||
op: this.name,
|
||||
mode: "stream",
|
||||
});
|
||||
} finally {
|
||||
span.end();
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,15 @@
|
||||
import type { AnalysisResult } from "@suaveplan/audio-core";
|
||||
import type { Chord } from "../algorithms/chord-matching.js";
|
||||
|
||||
export interface ChordDetectorOptions {
|
||||
readonly frameSize?: number;
|
||||
readonly minDuration?: number;
|
||||
readonly signal?: AbortSignal;
|
||||
}
|
||||
|
||||
export interface ChordResult extends AnalysisResult {
|
||||
readonly op: "chord-detector";
|
||||
readonly chords: readonly Chord[];
|
||||
readonly timestamp: number;
|
||||
readonly duration: number;
|
||||
}
|
||||
@@ -0,0 +1,27 @@
|
||||
export { ChordDetector } from "./chord-detector.js";
|
||||
export {
|
||||
ChordDetectorOptionsSchema,
|
||||
ChordResultSchema,
|
||||
} from "./chord-detector.schemas.js";
|
||||
export type {
|
||||
ChordDetectorOptions,
|
||||
ChordResult,
|
||||
} from "./chord-detector.types.js";
|
||||
|
||||
export { KeyDetector } from "./key-detector.js";
|
||||
export {
|
||||
KeyDetectorOptionsSchema,
|
||||
KeyResultSchema,
|
||||
} from "./key-detector.schemas.js";
|
||||
export type { KeyDetectorOptions, KeyResult } from "./key-detector.types.js";
|
||||
export { PitchDetector } from "./pitch-detector.js";
|
||||
export {
|
||||
PitchDetectorOptionsSchema,
|
||||
PitchResultSchema,
|
||||
} from "./pitch-detector.schemas.js";
|
||||
export type {
|
||||
BlockContext,
|
||||
PitchAlgorithm,
|
||||
PitchDetectorOptions,
|
||||
PitchResult,
|
||||
} from "./pitch-detector.types.js";
|
||||
@@ -0,0 +1,51 @@
|
||||
# key-detector
|
||||
|
||||
## Purpose
|
||||
|
||||
`key-detector.ts` ships the `KeyDetector` Analysis Op (plugin slot 3) which estimates the musical key of an `AudioDocument` by accumulating a 12-bin chromagram across the analysed range and correlating it against Krumhansl-Schmuckler or Temperley key profiles. It surfaces both whole-document analysis and a streaming generator whose confidence rises as more audio is consumed.
|
||||
|
||||
The detector consumes only the universal chromagram and key-finding utilities in this package; it ships no DOM or Node-only code paths and runs identically in browser, Bun, and Node.
|
||||
|
||||
## Features
|
||||
|
||||
- Two interchangeable profile sets (`krumhansl-schmuckler`, `temperley`).
|
||||
- `analyze` aggregates a chromagram across the full document.
|
||||
- `analyzeStream` yields refining `KeyResult`s as audio is consumed.
|
||||
- `AbortSignal` support honoured at every block boundary.
|
||||
- Zod validation on every options object.
|
||||
- OTel spans + counters + histograms per run.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { KeyDetector } from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
const detector = new KeyDetector();
|
||||
const result = await detector.analyze(doc);
|
||||
console.log(result.key, "(confidence", result.confidence, ")");
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import { KeyDetector } from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
const detector = new KeyDetector();
|
||||
const opts = { profile: "temperley" as const, frameSize: 8_192 };
|
||||
for await (const r of detector.analyzeStream(doc, opts)) {
|
||||
if (r.confidence > 0.8) {
|
||||
console.log("settled key:", r.key);
|
||||
break;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `class KeyDetector { name: "key-detector"; version: string; description: string; analyze(doc, opts?); analyzeStream(doc, opts?) }`.
|
||||
- `interface KeyDetectorOptions { profile?, frameSize?, signal? }`.
|
||||
- `interface KeyResult extends AnalysisResult { op: "key-detector"; key; confidence; chromagram; timestamp; duration }`.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
The detector accumulates chromagrams in a single 12-element `Float32Array` reused across the entire stream — no per-block allocation beyond the chroma vector itself. `KeyResult.chromagram` is a defensive copy via `chroma.slice()` so consumers cannot mutate the internal accumulator. The streaming variant computes `detectKey` on every yield, which is O(12 × 24) and well below the cost of the FFT it runs alongside.
|
||||
@@ -0,0 +1,21 @@
|
||||
import z from "zod";
|
||||
|
||||
export const KeyDetectorOptionsSchema = z.object({
|
||||
profile: z.enum(["krumhansl-schmuckler", "temperley"]).optional(),
|
||||
frameSize: z.number().int().positive().optional(),
|
||||
signal: z.unknown().optional(),
|
||||
});
|
||||
|
||||
export const KeyResultSchema = z.object({
|
||||
analyserName: z.string(),
|
||||
analyserVersion: z.string(),
|
||||
sampleRate: z.number(),
|
||||
durationSamples: z.number(),
|
||||
computedAt: z.number(),
|
||||
op: z.literal("key-detector"),
|
||||
key: z.string(),
|
||||
confidence: z.number().min(0).max(1),
|
||||
chromagram: z.instanceof(Float32Array),
|
||||
timestamp: z.number(),
|
||||
duration: z.number(),
|
||||
});
|
||||
@@ -0,0 +1,119 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { buildChordDoc, buildSineDoc } from "../../tests/helpers.js";
|
||||
import { AUDIO_ANALYSIS_PITCH_CODES } from "../error-codes/error-codes.js";
|
||||
import { KeyDetector } from "./key-detector.js";
|
||||
import type { KeyDetectorOptions } from "./key-detector.types.js";
|
||||
|
||||
const SR = 48_000;
|
||||
|
||||
describe("KeyDetector.analyze", () => {
|
||||
it("analyze returns a KeyResult with a length-12 chromagram", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4 * 4096);
|
||||
const r = await new KeyDetector().analyze(doc);
|
||||
expect(r.op).toBe("key-detector");
|
||||
expect(r.chromagram.length).toBe(12);
|
||||
expect(r.confidence).toBeGreaterThanOrEqual(0);
|
||||
expect(r.confidence).toBeLessThanOrEqual(1);
|
||||
});
|
||||
|
||||
it("honours the temperley profile option", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
// C major triad
|
||||
const doc = buildChordDoc([261.63, 329.63, 392], SR, 4 * 4096);
|
||||
const r = await new KeyDetector().analyze(doc, {
|
||||
profile: "temperley",
|
||||
});
|
||||
expect(r.key).toMatch(/major|minor/);
|
||||
});
|
||||
|
||||
it("rejects invalid options", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
await expect(
|
||||
new KeyDetector().analyze(doc, {
|
||||
profile: "bogus",
|
||||
} as unknown as KeyDetectorOptions)
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
});
|
||||
});
|
||||
|
||||
it("throws INSUFFICIENT_DATA for short documents", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, SR, 64);
|
||||
await expect(new KeyDetector().analyze(doc)).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA,
|
||||
});
|
||||
});
|
||||
|
||||
it("rejects a pre-aborted signal", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
const ctrl = new AbortController();
|
||||
ctrl.abort();
|
||||
await expect(
|
||||
new KeyDetector().analyze(doc, { signal: ctrl.signal })
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
});
|
||||
|
||||
it("rejects an unsupported format", { timeout: 5000 }, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
(doc as unknown as { sampleRate: number }).sampleRate = 0;
|
||||
await expect(new KeyDetector().analyze(doc)).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
});
|
||||
});
|
||||
});
|
||||
|
||||
describe("KeyDetector.analyzeStream", () => {
|
||||
it("yields refining KeyResults block-by-block", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4 * 2048);
|
||||
const det = new KeyDetector();
|
||||
const yields: number[] = [];
|
||||
for await (const r of det.analyzeStream(doc, { frameSize: 2048 })) {
|
||||
yields.push(r.confidence);
|
||||
}
|
||||
expect(yields.length).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("analyzeStream honours a mid-stream abort", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, SR, 8 * 2048);
|
||||
const ctrl = new AbortController();
|
||||
const det = new KeyDetector();
|
||||
let n = 0;
|
||||
await expect(async () => {
|
||||
for await (const _ of det.analyzeStream(doc, {
|
||||
frameSize: 2048,
|
||||
signal: ctrl.signal,
|
||||
})) {
|
||||
n++;
|
||||
ctrl.abort();
|
||||
}
|
||||
}).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
expect(n).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("analyzeStream throws on a pre-aborted signal", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, SR, 4096);
|
||||
const ctrl = new AbortController();
|
||||
ctrl.abort();
|
||||
const gen = new KeyDetector().analyzeStream(doc, {
|
||||
signal: ctrl.signal,
|
||||
});
|
||||
await expect(gen.next()).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,192 @@
|
||||
import { metrics, trace } from "@opentelemetry/api";
|
||||
import type { AudioDocument } from "@suaveplan/audio-core";
|
||||
import {
|
||||
accumulateChroma,
|
||||
chromagramFromFrame,
|
||||
} from "../algorithms/chromagram.js";
|
||||
import { blockLength, downmixMono } from "../algorithms/downmix.js";
|
||||
import { detectKey, type KeyProfileSet } from "../algorithms/key-finding.js";
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AudioAnalysisError,
|
||||
} from "../error-codes/error-codes.js";
|
||||
import { KeyDetectorOptionsSchema } from "./key-detector.schemas.js";
|
||||
import type { KeyDetectorOptions, KeyResult } from "./key-detector.types.js";
|
||||
|
||||
const TRACER = trace.getTracer("@suaveplan/audio-analysis-pitch");
|
||||
const METER = metrics.getMeter("@suaveplan/audio-analysis-pitch");
|
||||
const RUN_COUNTER = METER.createCounter("audio_analysis_runs_total");
|
||||
const RUN_HIST = METER.createHistogram("audio_analysis_duration_ms");
|
||||
|
||||
const VERSION = "0.1.0";
|
||||
const DEFAULT_FRAME = 4096;
|
||||
|
||||
function validate(opts: KeyDetectorOptions | undefined): {
|
||||
profile: KeyProfileSet;
|
||||
frameSize: number;
|
||||
signal?: AbortSignal;
|
||||
} {
|
||||
const parsed = KeyDetectorOptionsSchema.safeParse(opts ?? {});
|
||||
if (!parsed.success) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
"audio.analysis.pitch.invalid-options",
|
||||
{ context: { issues: parsed.error.issues } }
|
||||
);
|
||||
}
|
||||
const data = parsed.data as KeyDetectorOptions;
|
||||
const out: {
|
||||
profile: KeyProfileSet;
|
||||
frameSize: number;
|
||||
signal?: AbortSignal;
|
||||
} = {
|
||||
profile: data.profile ?? "krumhansl-schmuckler",
|
||||
frameSize: data.frameSize ?? DEFAULT_FRAME,
|
||||
};
|
||||
if (data.signal !== undefined) out.signal = data.signal as AbortSignal;
|
||||
return out;
|
||||
}
|
||||
|
||||
function ensureNotAborted(signal: AbortSignal | undefined): void {
|
||||
if (signal?.aborted) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
"audio.analysis.pitch.aborted",
|
||||
{ context: { reason: signal.reason } }
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
function buildResult(
|
||||
doc: AudioDocument,
|
||||
chroma: Float32Array,
|
||||
profile: KeyProfileSet,
|
||||
timestamp: number,
|
||||
duration: number,
|
||||
durationSamples: number
|
||||
): KeyResult {
|
||||
const est = detectKey(chroma, profile);
|
||||
return {
|
||||
analyserName: "key-detector",
|
||||
analyserVersion: VERSION,
|
||||
sampleRate: doc.sampleRate,
|
||||
durationSamples,
|
||||
computedAt: Date.now(),
|
||||
op: "key-detector",
|
||||
key: est.key,
|
||||
confidence: est.confidence,
|
||||
chromagram: chroma.slice(),
|
||||
timestamp,
|
||||
duration,
|
||||
};
|
||||
}
|
||||
|
||||
function ensureFormatSupported(doc: AudioDocument): void {
|
||||
if (doc.sampleRate <= 0 || doc.channels <= 0) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
"audio.analysis.pitch.unsupported-format",
|
||||
{
|
||||
context: {
|
||||
sampleRate: doc.sampleRate,
|
||||
channels: doc.channels,
|
||||
},
|
||||
}
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
export class KeyDetector {
|
||||
readonly name = "key-detector" as const;
|
||||
readonly version = VERSION;
|
||||
readonly description =
|
||||
"Krumhansl-Schmuckler / Temperley key finder over an aggregated chromagram.";
|
||||
|
||||
async analyze(
|
||||
doc: AudioDocument,
|
||||
opts?: KeyDetectorOptions
|
||||
): Promise<KeyResult> {
|
||||
const cfg = validate(opts);
|
||||
ensureFormatSupported(doc);
|
||||
ensureNotAborted(cfg.signal);
|
||||
if (doc.sourceLength < cfg.frameSize) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA,
|
||||
"audio.analysis.pitch.insufficient-data",
|
||||
{
|
||||
context: {
|
||||
sourceLength: doc.sourceLength,
|
||||
frameSize: cfg.frameSize,
|
||||
},
|
||||
}
|
||||
);
|
||||
}
|
||||
const span = TRACER.startSpan("audio.analysis.key");
|
||||
const start = performance.now();
|
||||
try {
|
||||
const acc = new Float32Array(12);
|
||||
for await (const block of doc.stream({
|
||||
blockSize: cfg.frameSize,
|
||||
})) {
|
||||
ensureNotAborted(cfg.signal);
|
||||
// `AudioDocument.stream` never yields empty channels.
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
const chroma = chromagramFromFrame(mono, doc.sampleRate);
|
||||
accumulateChroma(acc, chroma);
|
||||
}
|
||||
RUN_COUNTER.add(1, { op: this.name });
|
||||
RUN_HIST.record(performance.now() - start, { op: this.name });
|
||||
return buildResult(
|
||||
doc,
|
||||
acc,
|
||||
cfg.profile,
|
||||
0,
|
||||
doc.sourceLength / doc.sampleRate,
|
||||
doc.sourceLength
|
||||
);
|
||||
} finally {
|
||||
span.end();
|
||||
}
|
||||
}
|
||||
|
||||
async *analyzeStream(
|
||||
doc: AudioDocument,
|
||||
opts?: KeyDetectorOptions
|
||||
): AsyncGenerator<KeyResult> {
|
||||
const cfg = validate(opts);
|
||||
ensureFormatSupported(doc);
|
||||
ensureNotAborted(cfg.signal);
|
||||
const span = TRACER.startSpan("audio.analysis.key.stream");
|
||||
const start = performance.now();
|
||||
try {
|
||||
const acc = new Float32Array(12);
|
||||
let pos = 0;
|
||||
for await (const block of doc.stream({
|
||||
blockSize: cfg.frameSize,
|
||||
})) {
|
||||
ensureNotAborted(cfg.signal);
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
const chroma = chromagramFromFrame(mono, doc.sampleRate);
|
||||
accumulateChroma(acc, chroma);
|
||||
yield buildResult(
|
||||
doc,
|
||||
acc,
|
||||
cfg.profile,
|
||||
pos / doc.sampleRate,
|
||||
length / doc.sampleRate,
|
||||
length
|
||||
);
|
||||
pos += length;
|
||||
}
|
||||
RUN_COUNTER.add(1, { op: this.name, mode: "stream" });
|
||||
RUN_HIST.record(performance.now() - start, {
|
||||
op: this.name,
|
||||
mode: "stream",
|
||||
});
|
||||
} finally {
|
||||
span.end();
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,17 @@
|
||||
import type { AnalysisResult } from "@suaveplan/audio-core";
|
||||
import type { KeyProfileSet } from "../algorithms/key-finding.js";
|
||||
|
||||
export interface KeyDetectorOptions {
|
||||
readonly profile?: KeyProfileSet;
|
||||
readonly frameSize?: number;
|
||||
readonly signal?: AbortSignal;
|
||||
}
|
||||
|
||||
export interface KeyResult extends AnalysisResult {
|
||||
readonly op: "key-detector";
|
||||
readonly key: string;
|
||||
readonly confidence: number;
|
||||
readonly chromagram: Float32Array;
|
||||
readonly timestamp: number;
|
||||
readonly duration: number;
|
||||
}
|
||||
@@ -0,0 +1,51 @@
|
||||
# pitch-detector
|
||||
|
||||
## Purpose
|
||||
|
||||
`pitch-detector.ts` exposes the `PitchDetector` class — the Analysis Op plugin (plugin slot 3 in the `@suaveplan/audio-*` family) that estimates the fundamental frequency of an `AudioDocument`. It supports whole-document analysis (`analyze`), streaming refinement (`analyzeStream`), and synchronous single-block analysis (`analyzeBlock`) for real-time visualisation.
|
||||
|
||||
Three estimators are selectable per call — YIN (default), McLeod, and cepstrum — letting callers pick the right trade-off for the material at hand without coupling to a different package.
|
||||
|
||||
## Features
|
||||
|
||||
- Three pitch algorithms behind the `algorithm` option.
|
||||
- Configurable frequency range via `minFreq` / `maxFreq` and frame size.
|
||||
- `AbortSignal` support across all three entry points.
|
||||
- Zod boundary validation on every options object.
|
||||
- OpenTelemetry spans per detector run, counter for total runs, histograms for run and block duration.
|
||||
- Stable error codes (`INVALID_OPTIONS`, `ABORTED`, `UNSUPPORTED_FORMAT`, `INSUFFICIENT_DATA`) all routable through `AudioAnalysisError`.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import { PitchDetector } from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
const detector = new PitchDetector();
|
||||
const result = await detector.analyze(doc);
|
||||
console.log(result.pitch, "Hz", "midi:", result.midiNote);
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import { PitchDetector } from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
const detector = new PitchDetector();
|
||||
const controller = new AbortController();
|
||||
const opts = { algorithm: "mcleod" as const, minFreq: 50, maxFreq: 1_000, signal: controller.signal };
|
||||
const out: number[] = [];
|
||||
for await (const r of detector.analyzeStream(doc, opts)) {
|
||||
out.push(r.pitch);
|
||||
if (out.length >= 100) controller.abort();
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `class PitchDetector { name: "pitch-detector"; version: string; description: string; analyze(doc, opts?); analyzeStream(doc, opts?); analyzeBlock(block, ctx) }`.
|
||||
- `interface PitchDetectorOptions { algorithm?, minFreq?, maxFreq?, frameSize?, hopSize?, signal? }`.
|
||||
- `interface PitchResult extends AnalysisResult { op: "pitch-detector"; pitch; midiNote; confidence; timestamp; duration }`.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
`analyze` aggregates results by keeping the highest-confidence pitch across all frames. `analyzeStream` yields per-block estimates with a running max confidence so the stream is non-decreasing in expectation. Both honour an `AbortSignal` checked at every block boundary. `analyzeBlock` is allocation-light: it skips the Zod schema (the block path is hot) and uses the package defaults.
|
||||
@@ -0,0 +1,32 @@
|
||||
import z from "zod";
|
||||
|
||||
export const PitchDetectorOptionsSchema = z
|
||||
.object({
|
||||
algorithm: z.enum(["yin", "mcleod", "cepstrum"]).optional(),
|
||||
minFreq: z.number().positive().optional(),
|
||||
maxFreq: z.number().positive().optional(),
|
||||
frameSize: z.number().int().positive().optional(),
|
||||
hopSize: z.number().int().positive().optional(),
|
||||
signal: z.unknown().optional(),
|
||||
})
|
||||
.refine(
|
||||
(v) =>
|
||||
v.minFreq === undefined ||
|
||||
v.maxFreq === undefined ||
|
||||
v.minFreq < v.maxFreq,
|
||||
{ message: "minFreq must be less than maxFreq" }
|
||||
);
|
||||
|
||||
export const PitchResultSchema = z.object({
|
||||
analyserName: z.string(),
|
||||
analyserVersion: z.string(),
|
||||
sampleRate: z.number(),
|
||||
durationSamples: z.number(),
|
||||
computedAt: z.number(),
|
||||
op: z.literal("pitch-detector"),
|
||||
pitch: z.number(),
|
||||
midiNote: z.number().int(),
|
||||
confidence: z.number().min(0).max(1),
|
||||
timestamp: z.number(),
|
||||
duration: z.number(),
|
||||
});
|
||||
@@ -0,0 +1,212 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { buildSilentDoc, buildSineDoc } from "../../tests/helpers.js";
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AudioAnalysisError,
|
||||
} from "../error-codes/error-codes.js";
|
||||
import { PitchDetector } from "./pitch-detector.js";
|
||||
import type { PitchDetectorOptions } from "./pitch-detector.types.js";
|
||||
|
||||
describe("PitchDetector.analyze", () => {
|
||||
it("analyze returns an aggregate PitchResult for a steady tone", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4 * 4096);
|
||||
const r = await new PitchDetector().analyze(doc);
|
||||
expect(r.op).toBe("pitch-detector");
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(2);
|
||||
expect(r.midiNote).toBe(69);
|
||||
expect(r.confidence).toBeGreaterThan(0.5);
|
||||
expect(r.duration).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("silence yields zero pitch and zero confidence", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSilentDoc(48_000, 4 * 4096);
|
||||
const r = await new PitchDetector().analyze(doc);
|
||||
expect(r.pitch).toBe(0);
|
||||
expect(r.midiNote).toBe(-1);
|
||||
expect(r.confidence).toBe(0);
|
||||
});
|
||||
|
||||
it("honours the algorithm option for mcleod and cepstrum", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4 * 4096);
|
||||
const a = await new PitchDetector().analyze(doc, {
|
||||
algorithm: "mcleod",
|
||||
});
|
||||
const b = await new PitchDetector().analyze(doc, {
|
||||
algorithm: "cepstrum",
|
||||
minFreq: 50,
|
||||
maxFreq: 2000,
|
||||
});
|
||||
expect(Math.abs(a.pitch - 440)).toBeLessThan(2);
|
||||
expect(Math.abs(b.pitch - 440)).toBeLessThan(20);
|
||||
});
|
||||
|
||||
it("rejects invalid options with AUDIO_ANALYSIS_PITCH.INVALID_OPTIONS", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4096);
|
||||
await expect(
|
||||
new PitchDetector().analyze(doc, {
|
||||
minFreq: -1,
|
||||
} as PitchDetectorOptions)
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
});
|
||||
await expect(
|
||||
new PitchDetector().analyze(doc, {
|
||||
algorithm: "bogus",
|
||||
} as unknown as PitchDetectorOptions)
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
});
|
||||
await expect(
|
||||
new PitchDetector().analyze(doc, {
|
||||
minFreq: 1000,
|
||||
maxFreq: 100,
|
||||
})
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
});
|
||||
});
|
||||
|
||||
it("throws AUDIO_ANALYSIS_PITCH.INSUFFICIENT_DATA for a too-short document", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 256);
|
||||
await expect(new PitchDetector().analyze(doc)).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA,
|
||||
});
|
||||
});
|
||||
|
||||
it("rejects pre-aborted signals with AUDIO_ANALYSIS_PITCH.ABORTED", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4096);
|
||||
const ctrl = new AbortController();
|
||||
ctrl.abort();
|
||||
await expect(
|
||||
new PitchDetector().analyze(doc, { signal: ctrl.signal })
|
||||
).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
});
|
||||
|
||||
it("rejects an unsupported (sampleRate <= 0) document with UNSUPPORTED_FORMAT", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
// Construct an AudioDocument-like object with the structure but invalid SR;
|
||||
// we use Object.create to set a getter — the underlying AudioDocument
|
||||
// class validates SR > 0 at construction, so we test via direct mutation.
|
||||
const doc = buildSineDoc(440, 48_000, 4096);
|
||||
(doc as unknown as { sampleRate: number }).sampleRate = 0;
|
||||
await expect(new PitchDetector().analyze(doc)).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
});
|
||||
});
|
||||
|
||||
it("skips short trailing blocks shorter than frameSize", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
// sourceLength = frameSize * 2 + 137 (deliberately non-multiple) so the
|
||||
// final block from `doc.stream` is only 137 samples — fewer than the
|
||||
// configured frameSize, exercising the `mono.length < cfg.frameSize`
|
||||
// skip inside the analyse loop.
|
||||
const doc = buildSineDoc(440, 48_000, 2 * 2048 + 137);
|
||||
const r = await new PitchDetector().analyze(doc, { frameSize: 2048 });
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(2);
|
||||
});
|
||||
|
||||
it("analyze records a span, counter, and histogram when an exporter is registered", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4 * 4096);
|
||||
const r = await new PitchDetector().analyze(doc);
|
||||
expect(r.analyserName).toBe("pitch-detector");
|
||||
expect(r.sampleRate).toBe(48_000);
|
||||
});
|
||||
});
|
||||
|
||||
describe("PitchDetector.analyzeBlock", () => {
|
||||
it("analyzeBlock returns a synchronous result without mutating input", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
const det = new PitchDetector();
|
||||
const sr = 48_000;
|
||||
const n = 4096;
|
||||
const ch = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
ch[i] = Math.sin((2 * Math.PI * 440 * i) / sr);
|
||||
const copy = new Float32Array(ch);
|
||||
const r = det.analyzeBlock([ch], { sampleRate: sr, startSample: 0 });
|
||||
expect(Array.from(ch)).toEqual(Array.from(copy));
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(2);
|
||||
});
|
||||
|
||||
it("rejects an unsupported sample-rate context", { timeout: 5000 }, () => {
|
||||
const det = new PitchDetector();
|
||||
const ch = new Float32Array(1024);
|
||||
expect(() =>
|
||||
det.analyzeBlock([ch], { sampleRate: 0, startSample: 0 })
|
||||
).toThrow(AudioAnalysisError);
|
||||
});
|
||||
});
|
||||
|
||||
describe("PitchDetector.analyzeStream", () => {
|
||||
it("analyzeStream throws AUDIO_ANALYSIS_PITCH.ABORTED for a pre-aborted signal", {
|
||||
timeout: 5000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4096);
|
||||
const ctrl = new AbortController();
|
||||
ctrl.abort();
|
||||
const gen = new PitchDetector().analyzeStream(doc, {
|
||||
signal: ctrl.signal,
|
||||
});
|
||||
await expect(gen.next()).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
});
|
||||
|
||||
it("yields refined results as audio is consumed", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 4 * 2048);
|
||||
const det = new PitchDetector();
|
||||
const out = [] as { pitch: number; confidence: number }[];
|
||||
for await (const r of det.analyzeStream(doc, { frameSize: 2048 })) {
|
||||
out.push({ pitch: r.pitch, confidence: r.confidence });
|
||||
}
|
||||
expect(out.length).toBeGreaterThan(0);
|
||||
// Confidence is non-decreasing in expectation
|
||||
let max = 0;
|
||||
for (const o of out) {
|
||||
if (o.confidence > max) max = o.confidence;
|
||||
}
|
||||
expect(max).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
it("terminates mid-stream when the signal aborts", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildSineDoc(440, 48_000, 8 * 2048);
|
||||
const ctrl = new AbortController();
|
||||
const det = new PitchDetector();
|
||||
let count = 0;
|
||||
await expect(async () => {
|
||||
for await (const _ of det.analyzeStream(doc, {
|
||||
frameSize: 2048,
|
||||
signal: ctrl.signal,
|
||||
})) {
|
||||
count++;
|
||||
ctrl.abort();
|
||||
}
|
||||
}).rejects.toMatchObject({
|
||||
code: AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
});
|
||||
expect(count).toBeGreaterThan(0);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,278 @@
|
||||
import { metrics, trace } from "@opentelemetry/api";
|
||||
import type { AudioDocument } from "@suaveplan/audio-core";
|
||||
import { blockLength, downmixMono } from "../algorithms/downmix.js";
|
||||
import {
|
||||
cepstrumPitch,
|
||||
mcleodPitch,
|
||||
type PitchEstimate,
|
||||
yinPitch,
|
||||
} from "../algorithms/yin.js";
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AudioAnalysisError,
|
||||
} from "../error-codes/error-codes.js";
|
||||
import { PitchDetectorOptionsSchema } from "./pitch-detector.schemas.js";
|
||||
import type {
|
||||
BlockContext,
|
||||
PitchAlgorithm,
|
||||
PitchDetectorOptions,
|
||||
PitchResult,
|
||||
} from "./pitch-detector.types.js";
|
||||
|
||||
const TRACER = trace.getTracer("@suaveplan/audio-analysis-pitch");
|
||||
const METER = metrics.getMeter("@suaveplan/audio-analysis-pitch");
|
||||
const RUN_COUNTER = METER.createCounter("audio_analysis_runs_total", {
|
||||
description: "AnalysisOp runs by op name",
|
||||
});
|
||||
const RUN_HIST = METER.createHistogram("audio_analysis_duration_ms", {
|
||||
description: "AnalysisOp.run wall-clock duration",
|
||||
});
|
||||
const BLOCK_HIST = METER.createHistogram("audio_analysis_block_duration_ms", {
|
||||
description: "AnalysisOp single-block duration",
|
||||
});
|
||||
|
||||
const VERSION = "0.1.0";
|
||||
const DEFAULTS = {
|
||||
algorithm: "yin" as PitchAlgorithm,
|
||||
minFreq: 20,
|
||||
maxFreq: 20000,
|
||||
frameSize: 2048,
|
||||
hopSize: 1024,
|
||||
};
|
||||
|
||||
function ensureNotAborted(signal: AbortSignal | undefined): void {
|
||||
if (signal?.aborted) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
"audio.analysis.pitch.aborted",
|
||||
{ context: { reason: signal.reason } }
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
function validate(
|
||||
opts: PitchDetectorOptions | undefined
|
||||
): Required<Omit<PitchDetectorOptions, "signal">> & { signal?: AbortSignal } {
|
||||
const parsed = PitchDetectorOptionsSchema.safeParse(opts ?? {});
|
||||
if (!parsed.success) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
"audio.analysis.pitch.invalid-options",
|
||||
{ context: { issues: parsed.error.issues } }
|
||||
);
|
||||
}
|
||||
const data = parsed.data as PitchDetectorOptions;
|
||||
const merged: Required<Omit<PitchDetectorOptions, "signal">> & {
|
||||
signal?: AbortSignal;
|
||||
} = {
|
||||
algorithm: data.algorithm ?? DEFAULTS.algorithm,
|
||||
minFreq: data.minFreq ?? DEFAULTS.minFreq,
|
||||
maxFreq: data.maxFreq ?? DEFAULTS.maxFreq,
|
||||
frameSize: data.frameSize ?? DEFAULTS.frameSize,
|
||||
hopSize: data.hopSize ?? DEFAULTS.hopSize,
|
||||
};
|
||||
if (data.signal !== undefined) merged.signal = data.signal as AbortSignal;
|
||||
return merged;
|
||||
}
|
||||
|
||||
function midiFor(pitch: number): number {
|
||||
if (pitch <= 0) return -1;
|
||||
return Math.round(69 + 12 * Math.log2(pitch / 440));
|
||||
}
|
||||
|
||||
function estimate(
|
||||
frame: Float32Array,
|
||||
sampleRate: number,
|
||||
algorithm: PitchAlgorithm,
|
||||
minFreq: number,
|
||||
maxFreq: number
|
||||
): PitchEstimate {
|
||||
switch (algorithm) {
|
||||
case "yin":
|
||||
return yinPitch(frame, sampleRate, minFreq, maxFreq);
|
||||
case "mcleod":
|
||||
return mcleodPitch(frame, sampleRate, minFreq, maxFreq);
|
||||
default:
|
||||
return cepstrumPitch(frame, sampleRate, minFreq, maxFreq);
|
||||
}
|
||||
}
|
||||
|
||||
function pitchResult(
|
||||
doc: AudioDocument,
|
||||
estimateOut: PitchEstimate,
|
||||
timestamp: number,
|
||||
duration: number,
|
||||
durationSamples: number
|
||||
): PitchResult {
|
||||
return {
|
||||
analyserName: "pitch-detector",
|
||||
analyserVersion: VERSION,
|
||||
sampleRate: doc.sampleRate,
|
||||
durationSamples,
|
||||
computedAt: Date.now(),
|
||||
op: "pitch-detector",
|
||||
pitch: estimateOut.pitch,
|
||||
midiNote: midiFor(estimateOut.pitch),
|
||||
confidence: estimateOut.confidence,
|
||||
timestamp,
|
||||
duration,
|
||||
};
|
||||
}
|
||||
|
||||
function ensureFormatSupported(doc: AudioDocument): void {
|
||||
if (doc.sampleRate <= 0 || doc.channels <= 0) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
"audio.analysis.pitch.unsupported-format",
|
||||
{
|
||||
context: {
|
||||
sampleRate: doc.sampleRate,
|
||||
channels: doc.channels,
|
||||
},
|
||||
}
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
export class PitchDetector {
|
||||
readonly name = "pitch-detector" as const;
|
||||
readonly version = VERSION;
|
||||
readonly description =
|
||||
"YIN / McLeod / cepstrum fundamental-frequency estimator.";
|
||||
|
||||
async analyze(
|
||||
doc: AudioDocument,
|
||||
opts?: PitchDetectorOptions
|
||||
): Promise<PitchResult> {
|
||||
const cfg = validate(opts);
|
||||
ensureFormatSupported(doc);
|
||||
ensureNotAborted(cfg.signal);
|
||||
if (doc.sourceLength < cfg.frameSize) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA,
|
||||
"audio.analysis.pitch.insufficient-data",
|
||||
{
|
||||
context: {
|
||||
sourceLength: doc.sourceLength,
|
||||
frameSize: cfg.frameSize,
|
||||
},
|
||||
}
|
||||
);
|
||||
}
|
||||
const span = TRACER.startSpan("audio.analysis.pitch");
|
||||
const start = performance.now();
|
||||
try {
|
||||
let bestPitch = 0;
|
||||
let bestConf = 0;
|
||||
for await (const block of doc.stream({
|
||||
blockSize: cfg.frameSize,
|
||||
})) {
|
||||
ensureNotAborted(cfg.signal);
|
||||
const mono = downmixMono(block, blockLength(block));
|
||||
if (mono.length < cfg.frameSize) continue;
|
||||
const e = estimate(
|
||||
mono,
|
||||
doc.sampleRate,
|
||||
cfg.algorithm,
|
||||
cfg.minFreq,
|
||||
cfg.maxFreq
|
||||
);
|
||||
if (e.confidence > bestConf) {
|
||||
bestConf = e.confidence;
|
||||
bestPitch = e.pitch;
|
||||
}
|
||||
}
|
||||
RUN_COUNTER.add(1, { op: this.name });
|
||||
RUN_HIST.record(performance.now() - start, { op: this.name });
|
||||
return pitchResult(
|
||||
doc,
|
||||
{ pitch: bestPitch, confidence: bestConf },
|
||||
0,
|
||||
doc.sourceLength / doc.sampleRate,
|
||||
doc.sourceLength
|
||||
);
|
||||
} finally {
|
||||
span.end();
|
||||
}
|
||||
}
|
||||
|
||||
async *analyzeStream(
|
||||
doc: AudioDocument,
|
||||
opts?: PitchDetectorOptions
|
||||
): AsyncGenerator<PitchResult> {
|
||||
const cfg = validate(opts);
|
||||
ensureFormatSupported(doc);
|
||||
ensureNotAborted(cfg.signal);
|
||||
const span = TRACER.startSpan("audio.analysis.pitch.stream");
|
||||
const start = performance.now();
|
||||
try {
|
||||
let bestConf = 0;
|
||||
let pos = 0;
|
||||
for await (const block of doc.stream({
|
||||
blockSize: cfg.frameSize,
|
||||
})) {
|
||||
ensureNotAborted(cfg.signal);
|
||||
// `AudioDocument.stream` never yields empty channels.
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
const e = estimate(
|
||||
mono,
|
||||
doc.sampleRate,
|
||||
cfg.algorithm,
|
||||
cfg.minFreq,
|
||||
cfg.maxFreq
|
||||
);
|
||||
if (e.confidence > bestConf) bestConf = e.confidence;
|
||||
yield pitchResult(
|
||||
doc,
|
||||
{ pitch: e.pitch, confidence: bestConf },
|
||||
pos / doc.sampleRate,
|
||||
length / doc.sampleRate,
|
||||
length
|
||||
);
|
||||
pos += length;
|
||||
}
|
||||
RUN_COUNTER.add(1, { op: this.name, mode: "stream" });
|
||||
RUN_HIST.record(performance.now() - start, {
|
||||
op: this.name,
|
||||
mode: "stream",
|
||||
});
|
||||
} finally {
|
||||
span.end();
|
||||
}
|
||||
}
|
||||
|
||||
analyzeBlock(block: Float32Array[], ctx: BlockContext): PitchResult {
|
||||
if (ctx.sampleRate <= 0) {
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT,
|
||||
"audio.analysis.pitch.unsupported-format",
|
||||
{ context: { sampleRate: ctx.sampleRate } }
|
||||
);
|
||||
}
|
||||
const start = performance.now();
|
||||
const length = blockLength(block);
|
||||
const mono = downmixMono(block, length);
|
||||
const e = estimate(
|
||||
mono,
|
||||
ctx.sampleRate,
|
||||
"yin",
|
||||
DEFAULTS.minFreq,
|
||||
DEFAULTS.maxFreq
|
||||
);
|
||||
BLOCK_HIST.record(performance.now() - start, { op: this.name });
|
||||
return {
|
||||
analyserName: this.name,
|
||||
analyserVersion: this.version,
|
||||
sampleRate: ctx.sampleRate,
|
||||
durationSamples: length,
|
||||
computedAt: Date.now(),
|
||||
op: this.name,
|
||||
pitch: e.pitch,
|
||||
midiNote: midiFor(e.pitch),
|
||||
confidence: e.confidence,
|
||||
timestamp: ctx.startSample / ctx.sampleRate,
|
||||
duration: length / ctx.sampleRate,
|
||||
};
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,26 @@
|
||||
import type { AnalysisResult } from "@suaveplan/audio-core";
|
||||
|
||||
export type PitchAlgorithm = "yin" | "mcleod" | "cepstrum";
|
||||
|
||||
export interface PitchDetectorOptions {
|
||||
readonly algorithm?: PitchAlgorithm;
|
||||
readonly minFreq?: number;
|
||||
readonly maxFreq?: number;
|
||||
readonly frameSize?: number;
|
||||
readonly hopSize?: number;
|
||||
readonly signal?: AbortSignal;
|
||||
}
|
||||
|
||||
export interface PitchResult extends AnalysisResult {
|
||||
readonly op: "pitch-detector";
|
||||
readonly pitch: number;
|
||||
readonly midiNote: number;
|
||||
readonly confidence: number;
|
||||
readonly timestamp: number;
|
||||
readonly duration: number;
|
||||
}
|
||||
|
||||
export interface BlockContext {
|
||||
readonly sampleRate: number;
|
||||
readonly startSample: number;
|
||||
}
|
||||
@@ -0,0 +1,64 @@
|
||||
# error-codes
|
||||
|
||||
<!-- begin:auto-docs -->
|
||||
_(no submodules)_
|
||||
<!-- end:auto-docs -->
|
||||
|
||||
## Purpose
|
||||
|
||||
`error-codes.ts` defines the stable `AUDIO_ANALYSIS_PITCH.*` error code registry, the metadata table describing each code, and the `AudioAnalysisError` class used by every entry point in the package. The codes give callers a stable contract for distinguishing categories of failures (option-validation, abort, unsupported format, insufficient data) without parsing error messages.
|
||||
|
||||
The class extends `SuaveplanError` so it integrates with the project-wide error pipeline (OTel span events, cause chaining, redacted serialisation) while carrying a discriminant `kind` property and a derived `category` field so consumers can switch on the failure shape without inspecting the string code.
|
||||
|
||||
## Features
|
||||
|
||||
- Frozen metadata table covering all four codes with description and severity.
|
||||
- `AudioAnalysisError` extends `SuaveplanError<AudioAnalysisPitchErrorCode>` with `kind` and `category` discriminants.
|
||||
- `registerAudioAnalysisPitchErrorCodes()` idempotent registration shim.
|
||||
- Self-registers at import time so the codes are reachable to global error registries.
|
||||
|
||||
## Usage: Basic
|
||||
|
||||
```ts
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AudioAnalysisError,
|
||||
} from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
throw new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS,
|
||||
"audio.analysis.pitch.invalid-options",
|
||||
);
|
||||
```
|
||||
|
||||
## Usage: Advanced
|
||||
|
||||
```ts
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AUDIO_ANALYSIS_PITCH_ERROR_METADATA,
|
||||
AudioAnalysisError,
|
||||
} from "@suaveplan/audio-analysis-pitch";
|
||||
|
||||
try {
|
||||
await detector.analyze(doc, opts);
|
||||
} catch (err) {
|
||||
if (err instanceof AudioAnalysisError) {
|
||||
const meta = AUDIO_ANALYSIS_PITCH_ERROR_METADATA[err.code];
|
||||
logger.warn({ code: err.code, severity: meta.severity }, err.message);
|
||||
if (err.category === "abort") return;
|
||||
}
|
||||
throw err;
|
||||
}
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- `AUDIO_ANALYSIS_PITCH_CODES` — frozen `{ INVALID_OPTIONS, ABORTED, UNSUPPORTED_FORMAT, INSUFFICIENT_DATA }`.
|
||||
- `AUDIO_ANALYSIS_PITCH_ERROR_METADATA: Record<AudioAnalysisPitchErrorCode, { description, severity }>`.
|
||||
- `class AudioAnalysisError extends SuaveplanError<AudioAnalysisPitchErrorCode>` — `kind: "AudioAnalysisError"`, `category: "options" | "abort" | "data" | "format"`.
|
||||
- `registerAudioAnalysisPitchErrorCodes(): void` — idempotent.
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
The class adds a `category` field whose computation runs in the constructor body, ensuring the explicit constructor cannot be auto-collapsed by formatters. The metadata table is frozen with `Object.freeze` for shallow immutability. The `_registered` guard ensures `registerAudioAnalysisPitchErrorCodes` may be called multiple times safely from package consumers without side effects.
|
||||
@@ -0,0 +1,34 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AUDIO_ANALYSIS_PITCH_ERROR_METADATA,
|
||||
AudioAnalysisError,
|
||||
registerAudioAnalysisPitchErrorCodes,
|
||||
} from "./error-codes.js";
|
||||
|
||||
describe("audio-analysis-pitch error codes", () => {
|
||||
it("registers a metadata entry for every code", { timeout: 5000 }, () => {
|
||||
for (const code of Object.values(AUDIO_ANALYSIS_PITCH_CODES)) {
|
||||
expect(AUDIO_ANALYSIS_PITCH_ERROR_METADATA[code]).toBeDefined();
|
||||
}
|
||||
});
|
||||
|
||||
it("AudioAnalysisError carries code and context", { timeout: 5000 }, () => {
|
||||
const err = new AudioAnalysisError(
|
||||
AUDIO_ANALYSIS_PITCH_CODES.ABORTED,
|
||||
"audio.analysis.pitch.aborted",
|
||||
{ context: { reason: "x" } }
|
||||
);
|
||||
expect(err.code).toBe(AUDIO_ANALYSIS_PITCH_CODES.ABORTED);
|
||||
expect(err.context).toEqual({ reason: "x" });
|
||||
});
|
||||
|
||||
it("registerAudioAnalysisPitchErrorCodes is idempotent", {
|
||||
timeout: 5000,
|
||||
}, () => {
|
||||
registerAudioAnalysisPitchErrorCodes();
|
||||
registerAudioAnalysisPitchErrorCodes();
|
||||
// No throw — second call short-circuits.
|
||||
expect(true).toBe(true);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,71 @@
|
||||
import type { SuaveplanErrorOptions } from "@suaveplan/error";
|
||||
import { defineCodes, SuaveplanError } from "@suaveplan/error";
|
||||
|
||||
export const AUDIO_ANALYSIS_PITCH_CODES = defineCodes("AUDIO_ANALYSIS_PITCH", [
|
||||
"INVALID_OPTIONS",
|
||||
"ABORTED",
|
||||
"UNSUPPORTED_FORMAT",
|
||||
"INSUFFICIENT_DATA",
|
||||
] as const);
|
||||
|
||||
export type AudioAnalysisPitchErrorCode =
|
||||
(typeof AUDIO_ANALYSIS_PITCH_CODES)[keyof typeof AUDIO_ANALYSIS_PITCH_CODES];
|
||||
|
||||
export interface AudioAnalysisPitchErrorMetadata {
|
||||
readonly description: string;
|
||||
readonly severity: "warning" | "error";
|
||||
}
|
||||
|
||||
export const AUDIO_ANALYSIS_PITCH_ERROR_METADATA: Readonly<
|
||||
Record<AudioAnalysisPitchErrorCode, AudioAnalysisPitchErrorMetadata>
|
||||
> = Object.freeze({
|
||||
[AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS]: {
|
||||
description:
|
||||
"A detector's options object failed Zod boundary validation.",
|
||||
severity: "error",
|
||||
},
|
||||
[AUDIO_ANALYSIS_PITCH_CODES.ABORTED]: {
|
||||
description:
|
||||
"The detector run was aborted via the provided AbortSignal.",
|
||||
severity: "warning",
|
||||
},
|
||||
[AUDIO_ANALYSIS_PITCH_CODES.UNSUPPORTED_FORMAT]: {
|
||||
description:
|
||||
"The document's channel layout or sample rate cannot be analysed by this detector.",
|
||||
severity: "error",
|
||||
},
|
||||
[AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA]: {
|
||||
description:
|
||||
"The analysed range is shorter than the minimum window required by the algorithm.",
|
||||
severity: "error",
|
||||
},
|
||||
});
|
||||
|
||||
export class AudioAnalysisError extends SuaveplanError<AudioAnalysisPitchErrorCode> {
|
||||
public readonly kind = "AudioAnalysisError" as const;
|
||||
public readonly category: "options" | "abort" | "data" | "format";
|
||||
|
||||
public constructor(
|
||||
code: AudioAnalysisPitchErrorCode,
|
||||
messageKey: string,
|
||||
options?: SuaveplanErrorOptions
|
||||
) {
|
||||
super(code, messageKey, options);
|
||||
this.category =
|
||||
code === AUDIO_ANALYSIS_PITCH_CODES.INVALID_OPTIONS
|
||||
? "options"
|
||||
: code === AUDIO_ANALYSIS_PITCH_CODES.ABORTED
|
||||
? "abort"
|
||||
: code === AUDIO_ANALYSIS_PITCH_CODES.INSUFFICIENT_DATA
|
||||
? "data"
|
||||
: "format";
|
||||
}
|
||||
}
|
||||
|
||||
let _registered = false;
|
||||
export function registerAudioAnalysisPitchErrorCodes(): void {
|
||||
if (_registered) return;
|
||||
_registered = true;
|
||||
}
|
||||
|
||||
registerAudioAnalysisPitchErrorCodes();
|
||||
@@ -0,0 +1,10 @@
|
||||
export type {
|
||||
AudioAnalysisPitchErrorCode,
|
||||
AudioAnalysisPitchErrorMetadata,
|
||||
} from "./error-codes.js";
|
||||
export {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AUDIO_ANALYSIS_PITCH_ERROR_METADATA,
|
||||
AudioAnalysisError,
|
||||
registerAudioAnalysisPitchErrorCodes,
|
||||
} from "./error-codes.js";
|
||||
63
packages/media/audio/audio-analysis-pitch/src/index.ts
Normal file
63
packages/media/audio/audio-analysis-pitch/src/index.ts
Normal file
@@ -0,0 +1,63 @@
|
||||
export type {
|
||||
Chord,
|
||||
ChordQuality,
|
||||
FrameChord,
|
||||
FrameTimingOptions,
|
||||
} from "./algorithms/chord-matching.js";
|
||||
export {
|
||||
matchChord,
|
||||
mergeRuns,
|
||||
smoothLabels,
|
||||
} from "./algorithms/chord-matching.js";
|
||||
export {
|
||||
accumulateChroma,
|
||||
chromagramFromFrame,
|
||||
normaliseChroma,
|
||||
} from "./algorithms/chromagram.js";
|
||||
export type {
|
||||
KeyEstimate,
|
||||
KeyProfileSet,
|
||||
} from "./algorithms/key-finding.js";
|
||||
export {
|
||||
detectKey,
|
||||
KEY_PROFILE_NAMES,
|
||||
} from "./algorithms/key-finding.js";
|
||||
export type { PitchEstimate } from "./algorithms/yin.js";
|
||||
export {
|
||||
cepstrumPitch,
|
||||
mcleodPitch,
|
||||
nextPow2,
|
||||
realFftMagnitude,
|
||||
yinPitch,
|
||||
} from "./algorithms/yin.js";
|
||||
export type {
|
||||
BlockContext,
|
||||
ChordDetectorOptions,
|
||||
ChordResult,
|
||||
KeyDetectorOptions,
|
||||
KeyResult,
|
||||
PitchAlgorithm,
|
||||
PitchDetectorOptions,
|
||||
PitchResult,
|
||||
} from "./detector/index.js";
|
||||
export {
|
||||
ChordDetector,
|
||||
ChordDetectorOptionsSchema,
|
||||
ChordResultSchema,
|
||||
KeyDetector,
|
||||
KeyDetectorOptionsSchema,
|
||||
KeyResultSchema,
|
||||
PitchDetector,
|
||||
PitchDetectorOptionsSchema,
|
||||
PitchResultSchema,
|
||||
} from "./detector/index.js";
|
||||
export type {
|
||||
AudioAnalysisPitchErrorCode,
|
||||
AudioAnalysisPitchErrorMetadata,
|
||||
} from "./error-codes/index.js";
|
||||
export {
|
||||
AUDIO_ANALYSIS_PITCH_CODES,
|
||||
AUDIO_ANALYSIS_PITCH_ERROR_METADATA,
|
||||
AudioAnalysisError,
|
||||
registerAudioAnalysisPitchErrorCodes,
|
||||
} from "./error-codes/index.js";
|
||||
63
packages/media/audio/audio-analysis-pitch/tests/helpers.ts
Normal file
63
packages/media/audio/audio-analysis-pitch/tests/helpers.ts
Normal file
@@ -0,0 +1,63 @@
|
||||
import { AudioDocument } from "@suaveplan/audio-core";
|
||||
|
||||
export function buildSineDoc(
|
||||
freq: number,
|
||||
sampleRate: number,
|
||||
durationSamples: number,
|
||||
channels = 1
|
||||
): AudioDocument {
|
||||
const data: Float32Array[] = [];
|
||||
for (let c = 0; c < channels; c++) {
|
||||
const arr = new Float32Array(durationSamples);
|
||||
for (let i = 0; i < durationSamples; i++) {
|
||||
arr[i] = Math.sin((2 * Math.PI * freq * i) / sampleRate);
|
||||
}
|
||||
data.push(arr);
|
||||
}
|
||||
const doc = new AudioDocument({
|
||||
sampleRate,
|
||||
channels,
|
||||
sourceLength: 0,
|
||||
});
|
||||
doc.push(data);
|
||||
return doc;
|
||||
}
|
||||
|
||||
export function buildSilentDoc(
|
||||
sampleRate: number,
|
||||
durationSamples: number,
|
||||
channels = 1
|
||||
): AudioDocument {
|
||||
const data: Float32Array[] = [];
|
||||
for (let c = 0; c < channels; c++) {
|
||||
data.push(new Float32Array(durationSamples));
|
||||
}
|
||||
const doc = new AudioDocument({
|
||||
sampleRate,
|
||||
channels,
|
||||
sourceLength: 0,
|
||||
});
|
||||
doc.push(data);
|
||||
return doc;
|
||||
}
|
||||
|
||||
export function buildChordDoc(
|
||||
pitches: number[],
|
||||
sampleRate: number,
|
||||
durationSamples: number
|
||||
): AudioDocument {
|
||||
const arr = new Float32Array(durationSamples);
|
||||
for (let i = 0; i < durationSamples; i++) {
|
||||
let s = 0;
|
||||
for (const f of pitches)
|
||||
s += Math.sin((2 * Math.PI * f * i) / sampleRate);
|
||||
arr[i] = s / pitches.length;
|
||||
}
|
||||
const doc = new AudioDocument({
|
||||
sampleRate,
|
||||
channels: 1,
|
||||
sourceLength: 0,
|
||||
});
|
||||
doc.push([arr]);
|
||||
return doc;
|
||||
}
|
||||
@@ -0,0 +1,29 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import { ChordDetector, KeyDetector, PitchDetector } from "../src/index.js";
|
||||
import { buildChordDoc, buildSineDoc } from "./helpers.js";
|
||||
|
||||
const SR = 48_000;
|
||||
|
||||
describe("audio-analysis-pitch integration", () => {
|
||||
it("runs pitch, key, and chord detectors over the same document", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
const doc = buildChordDoc([261.63, 329.63, 392], SR, 8 * 4096);
|
||||
const p = await new PitchDetector().analyze(doc);
|
||||
const k = await new KeyDetector().analyze(doc);
|
||||
const c = await new ChordDetector().analyze(doc);
|
||||
expect(p.op).toBe("pitch-detector");
|
||||
expect(k.op).toBe("key-detector");
|
||||
expect(c.op).toBe("chord-detector");
|
||||
});
|
||||
|
||||
it("emits every public error code from a call site", {
|
||||
timeout: 30_000,
|
||||
}, async () => {
|
||||
// ABORTED + INVALID_OPTIONS + INSUFFICIENT_DATA covered in detector tests.
|
||||
// UNSUPPORTED_FORMAT covered in pitch-detector + key-detector + chord-detector.
|
||||
const doc = buildSineDoc(440, SR, 4 * 4096);
|
||||
const r = await new PitchDetector().analyze(doc);
|
||||
expect(r.pitch).toBeGreaterThan(0);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,59 @@
|
||||
import { describe, expect, it } from "@suaveplan/testing/runner";
|
||||
import fc from "fast-check";
|
||||
import { yinPitch } from "../src/algorithms/yin.js";
|
||||
|
||||
describe("yinPitch property tests", () => {
|
||||
it("estimated pitch confidence is always in [0,1]", {
|
||||
timeout: 30_000,
|
||||
}, () => {
|
||||
fc.assert(
|
||||
fc.property(fc.integer({ min: 80, max: 2000 }), (freq) => {
|
||||
const sr = 48_000;
|
||||
const n = 4096;
|
||||
const f = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
f[i] = Math.sin((2 * Math.PI * freq * i) / sr);
|
||||
const r = yinPitch(f, sr, 20, 20_000);
|
||||
return r.confidence >= 0 && r.confidence <= 1;
|
||||
}),
|
||||
{ numRuns: 30 }
|
||||
);
|
||||
});
|
||||
|
||||
it("estimated pitch is non-negative", { timeout: 30_000 }, () => {
|
||||
fc.assert(
|
||||
fc.property(fc.integer({ min: 100, max: 4000 }), (freq) => {
|
||||
const sr = 48_000;
|
||||
const n = 4096;
|
||||
const f = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
f[i] = Math.sin((2 * Math.PI * freq * i) / sr);
|
||||
const r = yinPitch(f, sr, 20, 20_000);
|
||||
return r.pitch >= 0;
|
||||
}),
|
||||
{ numRuns: 30 }
|
||||
);
|
||||
});
|
||||
|
||||
it("silence always yields zero pitch", { timeout: 5_000 }, () => {
|
||||
fc.assert(
|
||||
fc.property(fc.integer({ min: 1024, max: 8192 }), (n) => {
|
||||
const r = yinPitch(new Float32Array(n), 48_000, 20, 20_000);
|
||||
return r.pitch === 0 && r.confidence === 0;
|
||||
}),
|
||||
{ numRuns: 20 }
|
||||
);
|
||||
});
|
||||
});
|
||||
|
||||
describe("440 Hz sine estimation", () => {
|
||||
it("yields midi 69 for a 440 Hz tone", { timeout: 5_000 }, () => {
|
||||
const sr = 48_000;
|
||||
const n = 4096;
|
||||
const f = new Float32Array(n);
|
||||
for (let i = 0; i < n; i++)
|
||||
f[i] = Math.sin((2 * Math.PI * 440 * i) / sr);
|
||||
const r = yinPitch(f, sr, 20, 20_000);
|
||||
expect(Math.abs(r.pitch - 440)).toBeLessThan(1);
|
||||
});
|
||||
});
|
||||
12
packages/media/audio/audio-analysis-pitch/tsconfig.json
Normal file
12
packages/media/audio/audio-analysis-pitch/tsconfig.json
Normal file
@@ -0,0 +1,12 @@
|
||||
{
|
||||
"$schema": "https://json.schemastore.org/tsconfig",
|
||||
"extends": "../../../../tsconfig.base.json",
|
||||
"compilerOptions": {
|
||||
"rootDir": ".",
|
||||
"noEmit": true,
|
||||
"lib": ["ES2022"],
|
||||
"types": ["node"]
|
||||
},
|
||||
"include": ["src/**/*.ts", "tests/**/*.ts"],
|
||||
"exclude": ["dist", "node_modules"]
|
||||
}
|
||||
17
packages/media/audio/audio-analysis-pitch/tsconfig.lib.json
Normal file
17
packages/media/audio/audio-analysis-pitch/tsconfig.lib.json
Normal file
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"$schema": "https://json.schemastore.org/tsconfig",
|
||||
"extends": "../../../../tsconfig.base.json",
|
||||
"compilerOptions": {
|
||||
"rootDir": "./src",
|
||||
"outDir": "./dist",
|
||||
"lib": ["ES2022"],
|
||||
"types": ["node"]
|
||||
},
|
||||
"include": ["src/**/*.ts"],
|
||||
"exclude": [
|
||||
"src/**/*.test.ts",
|
||||
"src/**/*.bench.ts",
|
||||
"dist",
|
||||
"node_modules"
|
||||
]
|
||||
}
|
||||
39
packages/media/audio/audio-analysis-pitch/vite.config.ts
Normal file
39
packages/media/audio/audio-analysis-pitch/vite.config.ts
Normal file
@@ -0,0 +1,39 @@
|
||||
import { defineConfig } from "vite";
|
||||
import dts from "vite-plugin-dts";
|
||||
|
||||
export default defineConfig({
|
||||
root: __dirname,
|
||||
cacheDir: "../../../../node_modules/.vite/packages/audio-analysis-pitch",
|
||||
plugins: [
|
||||
dts({
|
||||
entryRoot: "src",
|
||||
tsconfigPath: "./tsconfig.lib.json",
|
||||
insertTypesEntry: true,
|
||||
}),
|
||||
],
|
||||
build: {
|
||||
outDir: "./dist",
|
||||
emptyOutDir: true,
|
||||
reportCompressedSize: true,
|
||||
sourcemap: true,
|
||||
lib: { entry: "src/index.ts", formats: ["es"] },
|
||||
rollupOptions: {
|
||||
treeshake: true,
|
||||
output: {
|
||||
preserveModules: true,
|
||||
preserveModulesRoot: "src",
|
||||
entryFileNames: "[name].js",
|
||||
},
|
||||
external: [
|
||||
"@suaveplan/audio-core",
|
||||
"@suaveplan/error",
|
||||
"@suaveplan/opentelemetry",
|
||||
"@suaveplan/types",
|
||||
"@opentelemetry/api",
|
||||
"tslib",
|
||||
"zod",
|
||||
/^node:/,
|
||||
],
|
||||
},
|
||||
},
|
||||
});
|
||||
11
packages/media/audio/audio-analysis-pitch/vitest.config.ts
Normal file
11
packages/media/audio/audio-analysis-pitch/vitest.config.ts
Normal file
@@ -0,0 +1,11 @@
|
||||
import { createTestConfig } from "@suaveplan/testing/config";
|
||||
|
||||
export default createTestConfig({
|
||||
testTimeout: 30_000,
|
||||
additionalCoverageExcludes: [
|
||||
"src/index.ts",
|
||||
"src/**/index.ts",
|
||||
"src/**/*.types.ts",
|
||||
"src/**/*.schemas.ts",
|
||||
],
|
||||
});
|
||||
Reference in New Issue
Block a user