Repository for the ISMIR 2024 Paper "STONE: Self-supervised Tonality Estimator".

A pytorch package for non-negative matrix factorization.

Toward Deep Drum Source Separation

Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of exp…

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

Supplementary material of "Deep Unsupervised Drum Transcription", ISMIR 2019

FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.

A simple library for Fréchet Audio Distance (FAD) calculation

AQUA-Tk = Audio QUality Assessment-Toolkit. (In development)

Differentiable audio signal processors in PyTorch

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

Unofficial implementation of NANSY++ in Pytorch Lightning

Open-Unmix - Music Source Separation for PyTorch

Open source code for the paper 'Music Source Separation with Generative Flow'

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

Self-supervised learning for fast pitch estimation

Streamlit — A faster way to build and share data apps.

so-vits-svc fork with realtime support, improved interface and more features.

Pytorch implementation of the CREPE pitch tracker

A lightweight library for Frechet Audio Distance calculation.

Official repository for the paper "Chunked Autoregressive GAN for Conditional Waveform Synthesis"

SoftVC VITS Singing Voice Conversion

Wavelet scattering transforms in Python with GPU acceleration

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

Unsupervised Music Source Separation Using Differentiable Parametric Source Models