Ben Hayes

neural-waveshaping-synthesis. efficient neural audio synthesis in the waveform domain

synth-permutations. Python

sinusoidal-gradient-descent. Experiments from the paper "Sinusoidal Frequency Estimation by Gradient Descent"

beat-tracking-tcn. An implementation of Davies & Böck's beat-tracking temporal convolutional network

catecophony. Real-time concatenative re-synthesis VST. Very WIP. Much broken.

timbre-dissimilarity-metrics. A collection of metrics for evaluating timbre dissimilarity using the TorchMetrics API

southbank_ai. AI music plugins for Ableton Live used in a human-AI performance at London's Southbank Centre

neural-field-synth. NASH 2021 project... this may or may not end up working 🤷‍♂️

magic-clamp. Python

ddsp-autoencoder-torch. A PyTorch re-implementation of the autoencoder model presented in Magenta's Differentiable DSP paper

audio-fingerprinter. Implementation of Wang's constellation map fingerprinting algorithm

one-hand-clapping. A project for the Timbre Tools 2024 Hackathon

nvim-config. i can't take vscode any more

synthetic-dissimilarity-dataset. A meta-dataset of synthetic audio dissimilarities

crossmodal-synthesis. JavaScript

timbre-dissimilarity-semantics. A web-app for conducting an online timbre dissimilarity study.

semantic-fm-dataset. A dataset of interconnected FM synthesiser patches with comparative semantic tags, as well as rich metadata

torch-fm-synth. Differentiable frequency modulation synthesiser implemented in PyTorch

auraloss. Collection of audio-focused loss functions in PyTorch

ddsp. DDSP: Differentiable Digital Signal Processing

fm-synth-study. JavaScript

gradrack. Python

multiband-compressor. Multiband Compressor in JUCE

bela-808. TR-808 emulations for the Bela platform, starting with the kick.