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238 public repositories
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Lab Materials for MIT 6.S191: Introduction to Deep Learning
Updated
Aug 31, 2021
Jupyter Notebook
An AI for Music Generation
Updated
Feb 12, 2021
Python
Resources on Music Generation with Deep Learning
Train an LSTM to generate piano or violin/piano music.
Updated
Dec 3, 2020
Python
"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020
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Jul 7, 2021
Python
Experiment diverse Deep learning models for music generation with TensorFlow
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Apr 1, 2017
Python
a list of demo websites for automatic music generation research
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Updated
Sep 8, 2018
Jupyter Notebook
This is the dataset repository for the paper: POP909: A Pop-song Dataset for Music Arrangement Generation
Updated
Aug 28, 2020
Python
generates music (midi files) using a Tensorflow RNN
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Mar 22, 2021
Python
The "Hands-On Music Generation with Magenta" book code repository and info resource
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Jan 20, 2021
Python
Music generation with Keras and LSTM
Updated
Nov 8, 2019
Jupyter Notebook
A toolkit for working with piano rolls
Updated
Apr 27, 2021
Python
🎶 12-tone matrix to generate dodecaphonic melodies 🎶
Updated
Aug 30, 2021
Python
Updated
Nov 19, 2018
Python
PyTorch implementation of MuseMorphose, a Transformer-based model for music style transfer.
Updated
Aug 1, 2021
Python
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Updated
Jul 1, 2021
Jupyter Notebook
A collection of 174,154 multi-track piano-rolls
Updated
Dec 27, 2020
Python
Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.
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May 5, 2021
Python
Pytorch Implementation of wavegan model to generate audio
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Oct 7, 2020
Python
Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
Updated
May 20, 2021
Python
Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"
Updated
Apr 18, 2021
Python
Melody of Life is a step sequencer using cellular automata
Updated
May 31, 2018
JavaScript
PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"
Updated
Jun 8, 2020
Python
MusicTransformer written for MaestroV2 using the Pytorch framework for music generation
Updated
Jun 15, 2021
Python
Generating Music and Lyrics using Deep Learning via Long Short-Term Recurrent Networks (LSTMs). Implements a Char-RNN in Python using TensorFlow.
Updated
Jul 21, 2017
Jupyter Notebook
Code repo for ICME 2020 paper "Style-Conditioned Music Generation". VAE model that allows style-conditioned music generation.
Updated
Aug 26, 2021
Python
cRNN-GAN to generate music by training on instrumental music (midi)
Updated
Apr 27, 2018
Python
Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks
Updated
Dec 18, 2018
JavaScript
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The current implementation of
NESMusicDatabasedoes not handle the training-validation-test splits provided in the original dataset. To avoid changing the baseDatasetclass too much, we could add asubsetmethod and achieve something like the following.