cyrusvahidi

jtfs-gpu

code for the paper "Differentiable Time-Frequency Scattering on GPU" 🌊

meso-dtfa

Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis (Meso-DTFA)

TapeDelay

Tape Delay based on Roland RE-201 Space Echo and Echoplex Tape Echo - on JUCE

timbre2020-sounds

Dissimilarity Matrix and Sounds from Timbre Space Representation of a Subtractive Synthesizer (Timbre, 2020)

vector-quantized-timbre

Implementation/Interpretation of Vector Quantized Timbre Representation (Bitton et al 2020)

non-linear-fx

Keras/TF Reimplementation of Modelling non-linear audio effects with end-to-end deep learning (Marco Martinez)

psgnn

Perceptual Musical Similarity Metric Learning with Graph Neural Networks

ismir23-kymatio-tools

Tools and utility functions for working with scattering on audio signals (tutorial @ ismir23)

modnet

Source code for A Modulation Front-End for Music Audio Tagging (IJCNN 2021)

scat1d-tutorial

tutorial on 1D wavelet scattering (Kymatio Workshop 2022)

torch-lightning-triplet

Online Triplet Loss - Pytorch Lightning - MNIST

ammlyy

kymatio

Wavelet scattering transforms in Python with GPU acceleration

c4dmpoole

Code-Package-Processing-3.x

Code package of the book Generative Design for Processing 3.x

deep-learning-project-template

Pytorch Lightning code guideline for conferences

doce

Doce is a python library designed to help you handling the complexity of computational experiments.

GANLatentDiscovery

The authors official implementation of Unsupervised Discovery of Interpretable Directions in the GAN Latent Space

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

msaf

Music Structure Analysis Framework

ng-video-lecture

python-workshop

An introduction to python for data analysis (for MAT students)

rastegah

riffusion

Stable diffusion for real-time music generation

studio-sketches

superdirt-configs

SuperCollider, SuperDirt and TidalCycles startup files, configs and functions

timbre-dissimilarity-metrics

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

timbre2023

torchlibrosa

torchsynth

A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.