chord_detector

A Rust crate for real-time audio analysis: compute 12-bin chromagrams and detect musical chords with minimal latency.

Features

• Streaming chromagram extraction via a builder API

• Real-time chord detection from 12-bin chromagrams

• Customizable bleed suppression for chord matching

• Zero-allocation in the hot path after initialization

Credits

This library uses and modifies work from:

• Chord Detection Algorithm: Based on "Real-Time Chord Recognition For Live Performance" by A. M. Stark and M. D. Plumbley, ICMC 2009, Montreal. Expanded in Adam Stark's PhD thesis: "Musicians and Machines: Bridging the Semantic Gap in Live Performance", Queen Mary University of London, 2011.
  • Original implementation: https://github.com/adamstark/Chord-Detector-and-Chromagram

Installation

Add to your Cargo.toml:

[dependencies]
chord_detector = "0.1.0"

Quick Start

use chord_detector::{Chromagram, ChordDetector};

fn run() -> Result<(), Box<dyn std::error::Error>> {
    // 1) Build a chromagram pipeline
    let mut chroma = Chromagram::builder()
        .frame_size(1024)
        .sampling_rate(48_000)
        .build()?;

    // 2) Build a chord detector
    let mut detector = ChordDetector::builder()
        .bleed(0.15)
        .build();

    // 3) In your audio loop:
    let audio_frame: Vec<f32> = vec![0.0; 1024]; // fill with actual samples
    if let Some(chroma_bins) = chroma.next(&audio_frame)? {
        let chord = detector.detect_chord(&chroma_bins)?;
        println!(
            "Detected {} {} chord with confidence {:.3}",
            chord.root,
            chord.kind,
            chord.confidence
        );
    }

    Ok(())
}

API Reference

Chromagram

Compute 12-bin chromagrams from a stream of audio frames.

ChromagramBuilder

• ChromagramBuilder::new() -> Self

• .frame_size(usize) -> Self

  • Set the frame size for audio processing

• .sampling_rate(usize) -> Self

  • Set the sampling rate of the audio

• .downsample_factor(usize) -> Self

  • Set the downsample factor for processing

• .num_harmonics(usize) -> Self

  • Set the number of harmonics to consider for chord detection

• .num_octaves(usize) -> Self

  • Set the number of octaves to consider for chord detection

• .search_width(usize) -> Self

  • Set the search width for finding spectral peaks

• .build() -> Result<Chromagram, ChromagramError>

  • Finalize and create the Chromagram

Chromagram

• Chromagram::builder() -> ChromagramBuilder

  • Start customizing with a builder

• chromagram.next(frame: &[f32]) -> Result<Option<[f32; 12]>, ChromagramError>

  • Returns Ok(None) until enough data accumulates (half FFT buffer)
  • Returns Ok(Some(chroma)) when a new chromagram is ready

ChordDetector

Match 12-bin chromagrams to chord profiles.

ChordDetectorBuilder

• ChordDetectorBuilder::new() -> Self

  • Create a new builder with default bleed = 0.157

• .bleed(f32) -> Self

  • Set the bleed suppression factor (0.0..1.0)

• .build() -> ChordDetector

  • Build the ChordDetector

ChordDetector

• ChordDetector::builder() -> ChordDetectorBuilder

  • Return a builder to customize bleed suppression factor

• ChordDetector::new() -> ChordDetector

  • Create a detector with default bleed = 0.157

• detect_chord(chroma: &[f32]) -> Result<Chord, ChordError>

  • Detect the single best chord from a chromagram slice.
  • Returns Err(ChordError::InvalidLength) if chroma.len() != SEMITONES.

• top_k(chroma: &[f32], k: usize) -> Result<Vec<Chord>, ChordError>

  • Detect the top k chords from a chromagram slice.
  • Returns:
    • Err(InvalidLength) if chroma.len() != SEMITONES.
    • Err(InvalidArgument) if k == 0.

Data Types

pub enum NoteName {
    C, Cs, D, Ds, E, F, Fs, G, Gs, A, As, B, Unknown
}

pub enum ChordKind {
    Major,
    Minor,
    Power,
    DominantSeventh,
    MajorSeventh,
    MinorSeventh,
    Diminished,
    Augmented,
    SuspendedSecond,
    SuspendedFourth,
}

pub struct Chord {
    pub root: NoteName,
    pub kind: ChordKind,
    pub confidence: f32, // lower is a better match
}

pub enum ChromagramError { /* frame size & config errors */ }
pub enum ChordError { /* invalid length & argument errors */ }

Dependencies

• rustfft: Fast Fourier Transform implementation
• thiserror: Error handling utilities

License

This crate is licensed under GNU General Public License v3.0. See the LICENSE file for full text.

Version History

0.1.0 — 2025-07-24

• Initial release

• Streaming chromagram builder and real-time chord detector

• Customizable builder APIs for both modules

Testing with Audio Files

The integration tests use the lewton crate to load .ogg files from the tests/chord-samples directory. Ensure the test files have been created with tests/generate_chords.py and run tests with cargo test.