mimbres

neural-audio-fp

YourMT3

multi-task and multi-track music transcription for everyone

SeqSkip

FFTNet

Implementation of FFTNet

audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

Cambridge-MT-Downloader

Cambridge-MT dataset auto-download & resampling.

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

Fast-Tacotron-PyTorch

pfann

Neural network Audio Fingerprint

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

CPC_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

badges

:flower_playing_cards: Standard and acceptable badges list

blessed

Blessed is an easy, practical library for making python terminal apps

cleanlab

Finding label errors in datasets and learning with noisy labels.

dcase2019_task4

dockerfile_2020

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

Factorized-TDNN

PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi

few-shot

Repository for few-shot learning machine learning projects

home

intro2ddsp.github.io

A Jupyter book accompanying the ISMIR 2023 tutorial Introduction to DIfferentiable Audio Synthesiser Programming

mirdata

Python library for working with Music Information Retrieval datasets

mt3

MT3: Multi-Task Multitrack Music Transcription

NeuralCDE

Code for "Neural Controlled Differential Equations for Irregular Time Series"

pointnet2-tensorflow2

Pointnet++ modules implemented as tensorflow 2 keras layers.

simclr-pytorch

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tutorial-template

Template for the Read the Docs tutorial