cwitkowitz

torchaudio-augmentations

Audio transformations library for PyTorch

roformer

Rotary Transformer

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

fast-transformers

Pytorch library for fast transformer implementations

longformer

Longformer: The Long-Document Transformer

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

physical_models_for_fast_estimation_guitar_string_fret_and_plucking_position

BeatNet

BeatNet is state-of-the-art (Real-Time) and Offline joint music beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. (ISMIR 2021's paper implementation).

linear-attention-transformer

Transformer based on a variant of attention that is linear complexity in respect to sequence length

symbolic-music-diffusion

Symbolic Music Generation with Diffusion Models

mido

MIDI Objects for Python

1D-StateSpace

This repository contains the implementation of an efficient joint beat, downbeat, tempo, and meter tracking system using a compact 1D probabilistic state space and a jump-back reward technique. ICASSP 2022.

midi-parser

Simple single-file C# MIDI parser

Transkun

A simple yet effective Audio-to-Midi Automatic Piano Transcription system

dadaGP

Encoder/decoder converts GuitarPro songs to/from a token-sequence format for generative language models like GPT2, TransformerXL, etc.

magenta-demos

Demonstrations of Magenta Models

omnizart

Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.

pytorch-NMF

A pytorch package for non-negative matrix factorization.

cae-invar

Learning Complex Basis Functions for Invariant Signal Representations with the Complex Autoencoder

spleeter

Deezer source separation library including pretrained models.

librosa

Python library for audio and music analysis

variational-dropout-sparsifies-dnn

Sparse Variational Dropout, ICML 2017

pytorch_ard

Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networks

variational_dropout

Implementation of "Variational Dropout and the Local Reparameterization Trick" paper with Pytorch

black

The uncompromising Python code formatter

asteroid

The PyTorch-based audio source separation toolkit for researchers

nnAudio

Audio processing by using pytorch 1D convolution network

Play-As-You-Like-Timbre-Enhanced-Multi-modal-Music-Style-Transfer

Timbre Enhanced Multi modal Music Style Transfer

meta-tasnet

A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation