Audio Coding Notebooks and Tutorials

This repo contains the source code of the first deep learningbase singing voice beat tracking system It leverages WavLM and DistilHuBERT pretrained speech models to create vocal embeddings and trains linear multihead selfattention layers on top of them to extract vocal beat activations Then it uses HMM decoder to infer signing beats and tempo GitHub mjhydriSingingVocalBeatTracking This repo contains the source code of the first deep learningbase singing voice beat tracking system It leverages WavLM and DistilHuBERT pretrained speech models to create vocal embeddings and trains linear multihead selfattention layers on top of them to extract vocal beat activations Then it uses HMM decoder to infer signing beats and tempo

Python script for analyzing and tagging music files by key and BPM maphouseanalyzetagsongs

NIPS2017 Time Domain Neural Audio Style Transfer code repository pkmitaltimedomainneuralaudiostyletransfer

MIDI / symbolic music tokenizers for Deep Learning models

Data pipeline and training pipeline for 🎵 music genre classification from FMA dataset

Audio feature extraction for JavaScript.

SOME: Singing-Oriented MIDI Extractor.

Contribute to OnYuKang/Music-Signal-Processing development by creating an account on GitHub.

Common tools for the computational analysis of Indian Art Music

The Panako acoustic fingerprinting system.

Audio transforms for FastAI

ScorePerformer: Expressive Piano Performance Rendering with Fine-Grained Control (ISMIR 2023)

Open source library that allows you to efficiently compute audio features.

A CNN which converts piano audio to a simplified MIDI format

AudioLDM training, finetuning, evaluation and inference.

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks

This is the codes repository for the paper "Emotion-Guided Music Accompaniment Generation based on VAE".

Simple implementation of Piano Music Generation with several Transformer architectures

Automatic chord recognition application powered by machine learning - YuriyGuts/dechorder

Pythonlrc RavelloHmusiclrcmatch

Understand of the fundamentals of digital signal processing for Machine LearningDeep Learning applications theadamsabraLearningfromAudio

sliding HPSS and two stage HPSS singing voice enhancement tachihislidingHPSS

simplistic pitchdetectionbased music transcriber sevaghtranscribe

pyace A python implementation of automatic chord estimation ACE from audio tangkkpyace

Online web based melspectrum power spectrum FFT analyzer for speech and music processing tabahiMelSpectrumAnalyzer

Official PyTorch implementation of Contrastive Learning of Musical Representations SpijkervetCLMR

musical_keyboard symbolic musical datasets

jazznet dataset of piano patterns for music audio machine learning research