Lab Materials for MIT 6.S191: Introduction to Deep Learning
Jupyter Notebook
Updated Jul 22, 2019
An AI for Music Generation
Python
Updated Jun 7, 2019
Resources on Music Generation with Deep Learning
Updated Nov 11, 2017
Train an LSTM to generate piano or violin/piano music.
Python
Updated May 27, 2019
Experiment diverse Deep learning models for music generation with TensorFlow
Python
Updated Apr 1, 2017
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Jupyter Notebook
Updated Sep 8, 2018
generates music (midi files) using a Tensorflow RNN
Python
Updated Jun 23, 2018
Music generation with Keras and LSTM
Jupyter Notebook
Updated Mar 23, 2019
Event-based music generation with RNN using PyTorch
Python
Updated Jul 15, 2019
Melody of Life is a step sequencer using cellular automata
JavaScript
Updated May 31, 2018
Python
Updated Nov 19, 2018
Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
Python
Updated Dec 18, 2018
Generating Music and Lyrics using Deep Learning via Long Short-Term Recurrent Networks (LSTMs). Implements a Char-RNN…
Jupyter Notebook
Updated Jul 21, 2017
A Talk on Ragalur Expressions
JavaScript
Updated Jul 18, 2018
cRNN-GAN to generate music by training on instrumental music (midi)
Python
Updated Apr 27, 2018
Code accompanying paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"
Python
Updated Jul 3, 2019
music generation with a classifying variational autoencoder (VAE) and LSTM
Python
Updated Mar 27, 2019
Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17
Python
Updated Apr 11, 2018
Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks
JavaScript
Updated Dec 18, 2018
PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"
Python
Updated Mar 12, 2019
Domain-Specific Music Generation using a deep LSTM and a VAE in Keras.
Python
Updated Nov 19, 2018
🎶 12-tone matrix to generate dodecaphonic melodies 🎶
Python
Updated Oct 6, 2018
Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow
Python
Updated Oct 6, 2018
This is my first deep learning project in which I implemented a LSTM model on abc notation music data.
Jupyter Notebook
Updated Mar 26, 2019
A Variational LSTM to generate rap music (with and without text input)
Python
Updated Jan 2, 2017
A Clojure library for live-coding music with Alda
Clojure
Updated Jul 13, 2019
Create genre-specific melodies using Magenta
Jupyter Notebook
Updated Nov 13, 2018
Fake Music
Python
Updated Aug 2, 2018
🎶 Music generation using Elementary Cellular Automata.
Python
Updated Nov 23, 2015
Piano music generation with RNN with Tensorflow
Python
Updated Mar 21, 2018
