parallel graph management and execution in heterogeneous computing

Hackable and optimized Transformers building blocks, supporting a composable construction.

Foundational Models for State-of-the-Art Speech and Text Translation

FAIR Sequence Modeling Toolkit 2

Correctly generate plurals, ordinals, indefinite articles; convert numbers to words

A library for efficient similarity search and clustering of dense vectors.

Repository for the ISMIR 2024 Paper "From Real to Cloned Singer Identification".

Unofficial faiss wheel builder

A collection of useful .gitignore templates

Pytorch implementation of the CREPE pitch tracker

Repository for the ICASSP 2024 paper "An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging".

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Data manipulation and transformation for audio signal processing, powered by PyTorch

Wavelet scattering transforms in Python with GPU acceleration

Code for reproducting the paper Music Augmentation and Denoising For Peak-Based Audio Fingerprinting

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

All-In-One Music Structure Analyzer

Typer, build great CLIs. Easy to code. Based on Python type hints.

Python library for audio and music analysis

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Repository for the IEEE/ACM TASLP 2023 Paper "Zero-Note Samba: Self-Supervised Beat Tracking".

Google Research

Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.

Deezer source separation library including pretrained models.

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

Official PyTorch implementation of Contrastive Learning of Musical Representations