blackpaintedman

genius-api

Plumber API for genius, Docker image, and python code to interact with it.

jams

A JSON Annotated Music Specification for Reproducible MIR Research

M-DJCUE

A manually annotated dataset of cue points

sota-music-tagging-models

audioLIME

audioLIME: Listenable Explanations Using Source Separation

SelfSimilarityMatrices

Calculation of Self-Similarity Matrices in Python 3

pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

CADL

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Psc2

code used for collaborative musical improvisation with ML models

POP909-Dataset

This is the dataset repository for the paper: POP909: A Pop-song Dataset for Music Arrangement Generation

sf_segmenter

Music segmentation algorithm, based on SF (structural feature)

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Deej-AI

Create automatic playlists by using Deep Learning to *listen* to the music.

bassline_seq2seq

A generative model based on word-based sequence-to-sequence learning method. The purpose of this model is to generate a bassline given a drum loop.

discogs-youtube-dl

Using this repository, audio from youtube links available for a Discogs release can be downloaded

SRM-BL001

Bassline generator - Max For Live Midi device

DrumGAN

Synthesis of Drum Sounds With Perceptual Timbral Conditioning Using Generative Adversarial Networks

vqcpc-bach

Vector Quantized Contrastive Predictive Coding for Template-based Music Generation

pyechonest

Python client for the Echo Nest API

singing-voice-detection

Here is the supplementary page of the paper: Transfer Learning for Improving Singing Voice Detection in Polyphonic Instrumental Music.

data-driven-harmonic-filters

melodyExtraction_JDC

"Joint Detection and Classification of Singing Voice Melody Using Convolutional Recurrent Neural Networks"

Audio-to-midi

An application of vocal melody extraction.

music-fader-nets

Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".

ISMIR2020_U_Nets_SVS

A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.

listenbrainz-server

Server for the ListenBrainz project, including the front-end (javascript/react) code that it serves and all of the data processing components that LB uses.

musicbrainz-server

Server for the MusicBrainz project (website, API, database tools)

ismir2017-deepsalience

Companion code for ISMIR 2017 paper "Deep Salience Representations for $F_0$ Estimation in Polyphonic Music"

move

PyTorch code for training and evaluating MOVE, musically-motivated version embeddings

PrototypicalTripletLoss

A Tensorflow implementation of the prototypical triplet loss.