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265 public repositories
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Lab Materials for MIT 6.S191: Introduction to Deep Learning
Updated
Apr 1, 2022
Jupyter Notebook
An AI for Music Generation
Updated
Jan 8, 2022
Python
Resources on Music Generation with Deep Learning
Train an LSTM to generate piano or violin/piano music.
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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
This is the dataset repository for the paper: POP909: A Pop-song Dataset for Music Arrangement Generation
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Aug 28, 2020
Python
A convenient MIDI / symbolic music tokenizer for Deep Learning networks, with multiple strategies 🎶
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May 29, 2022
Python
RaveForce - An OpenAI Gym style toolkit for music generation experiments.
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May 11, 2022
Python
generates music (midi files) using a Tensorflow RNN
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Mar 22, 2021
Python
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Updated
Sep 8, 2018
Jupyter Notebook
The "Hands-On Music Generation with Magenta" book code repository and info resource
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May 26, 2022
Python
PyTorch implementation of MuseMorphose, a Transformer-based model for music style transfer.
Updated
Feb 28, 2022
Python
A toolkit for working with piano rolls
Updated
Jan 15, 2022
Python
Music generation with Keras and LSTM
Updated
Nov 30, 2021
Jupyter Notebook
Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)
Updated
Mar 30, 2022
Python
MusicTransformer written for MaestroV2 using the Pytorch framework for music generation
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May 26, 2022
Python
🎶 12-tone matrix to generate dodecaphonic melodies 🎶
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Aug 30, 2021
Python
Pytorch Implementation of wavegan model to generate audio
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Oct 7, 2020
Python
Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.
Updated
Dec 13, 2021
Python
A collection of 174,154 multi-track piano-rolls
Updated
Dec 27, 2020
Python
Updated
Nov 19, 2018
Python
Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks
Updated
Dec 18, 2018
JavaScript
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Updated
Mar 25, 2022
Jupyter Notebook
Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
Updated
Jan 8, 2022
Python
PyTorch implementation of C-RNN-GAN for Music Generation
Updated
Dec 5, 2020
Python
Website for tutorial "Generating Music with GANs: An Overview and Case Studies"
Updated
Mar 13, 2021
Jupyter Notebook
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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.