tbrouns

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

audio-dataset

Audio Dataset for training CLAP and other models

CLAP

Contrastive Language-Audio Pretraining

tango

A family of diffusion models for text-to-audio generation.

miran

MIR and Music Analysis in Python...

inceptionkeynet

A CNN model for key estimation in music recordings

pitchclass_mctc

Pytorch project accompanying the paper "Training Deep Pitch-Class Representations With a Multi-Label CTC Loss", ISMIR 2021.

key_classifier

CNN for identifying the musical key of an audio recording

Music-Demixing-with-Band-Split-RNN

An unofficial PyTorch implementation of Music Source Separation with Band-split RNN for MDX-23 ("Label Noise" Track)

demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Singing-Voice-Separation-RNN

Singing-Voice Separation From Monaural Recordings Using Deep Recurrent Neural Networks

music-source-separation

Deep neural networks for separating singing voice from music written in TensorFlow

LyricsAlignment-MTL

madmom

Python audio and music signal processing library

DALI

DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.

spafe

:sound: spafe: Simplified Python Audio Features Extraction

msaf

Music Structure Analysis Framework

crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

audioFlux

A library for audio and music analysis, feature extraction.

omnizart

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

essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

awesome-deep-learning-music

List of articles related to deep learning applied to music

key-cnn

Framework for estimating harmonic properties of music tracks.

beat-tracking-tcn

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

Beat-Transformer

Codes for ISMIR 2022 paper: Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention

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).

self-attention-music-tagging

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.

AudioOwl

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

directional_cnns

Source code repository for the SMC paper "Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters".