ben-hayes/southbank_ai

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Created over 4 years ago
Updated about 2 years ago

ben-hayes/southbank_ai

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

neural-waveshaping-synthesis

efficient neural audio synthesis in the waveform domain

sinusoidal-gradient-descent

Experiments from the paper "Sinusoidal Frequency Estimation by Gradient Descent"

Jupyter Notebook

beat-tracking-tcn

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

timbre-dissimilarity-metrics

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

catecophony

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

neural-field-synth

NASH 2021 project... this may or may not end up working 🤷‍♂️

Jupyter Notebook

ddsp-autoencoder-torch

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

one-hand-clapping

A project for the Timbre Tools 2024 Hackathon

audio-fingerprinter

Implementation of Wang's constellation map fingerprinting algorithm

crossmodal-synthesis

synthetic-dissimilarity-dataset

A meta-dataset of synthetic audio dissimilarities

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

fm-synth-study

bela-808

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