Music and Audio

Implementations for master thesis "Musical Instrument Recognition in Multi-Instrument Audio Contexts" with MedleyDB.

C++ library with accompanying toolkit for music information retrieval

httpsgithubcomUrosBgdmir

Full-stack song recognition application with audio fingerprinting and hum to search (QbSH) modules

A semantic and technical analysis of musical scores based on Information Retrieval Principles

Instructional notebooks on music information retrieval.

List of academic resources on Multimodal ML for Music

Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis evanoterodeepmusicgenreclassification

Classify audio into genres

Classifying English Music (.mp3) files using Music Information Retrieval (MIR), Digital/Audio Signal Processing (DIP) and Machine Learning (ML) Strategies

Content-based Music Genre Classification

MusicMetaLinker - Entity Linking and Knowledge Augmentation library for music metadata

httpsgithubcomcrlandscMusicGenreClassificationUsingConvolutionalNeuralNetworks

Converting music to a ML friendly format and analyzing it.

LibXtract is a simple, portable, lightweight library of audio feature extraction functions.

List of articles related to deep learning applied to music

Extracts metadata music metadata found in audio files

A library for audio and music analysis, feature extraction.