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awesome-deep-learning-music

List of articles related to deep learning applied to music

beat-tracking

First Assignment for ECS7006P: Music Informatics.

c4dmpoole

dadagp

Encoder/decoder converts GuitarPro songs to/from a token-sequence format for generative language models like GPT2, TransformerXL, etc.

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

git_example

Working repository for RSE Course.

github-example

gmm-phonemes

Final assignment for ECS708: Machine Learning. About unsupervised gaussian mixture models using the expectation-maximization algorithm.

gp-classical-guitar

GuitarPro dataset of classical guitar studies from Brouwer and Villa-Lobos.

heideggerando

AI will never reach Dasein.

ismir2022-datasets

list of MIR dataset papers presented at ISMIR 2022

linreg-logreg-nn

First assignment for ECS708: Machine Learning. About linear regression, logistic regression and neural networks.

midi-miner

Python MIDI track classifier and tonal tension calculation based on spiral array theory

mir-datasets

Simple collection of MIR datasets with metadata and links

music-generation-research

A straightforward collection of Music Generation research resources.

music-genre-classification

Final Assignment for ECS7013P: Deep Learning for Audio and Music.

muspy

A toolkit for symbolic music generation

otnemrasordep.github.io

a little bit about myself

probai-2019

Materials of the Nordic Probabilistic AI School 2019.

proggp

A dataset of 173 progressive metal songs, in both GuitarPro and token formats, as per the specifications in DadaGP.

proggp-ismir2023

ISMIR 2023 tutorial on progressive metal tablature generation with Transformers.

remi

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

rsd-engineeringcourse

Materials for Turing's Research Software Engineering course

sonification-bela

Final Assignment for ECS7012P: Music and Audio Programming.

temperature-and-fire

Sonification of mainland Portugal's annual average maximum air temperature from 1970 to 2019, using Pure Data.