Lab Materials for MIT 6.S191: Introduction to Deep Learning

An AI for Music Generation

Resources on Music Generation with Deep Learning

Train an LSTM to generate piano or violin/piano music.

Experiment diverse Deep learning models for music generation with TensorFlow

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

a list of demo websites for automatic music generation research

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

generates music (midi files) using a Tensorflow RNN

Music generation with Keras and LSTM

Event-based music generation with RNN using PyTorch

A toolkit for symbolic music generation

The "Hands-On Music Generation with Magenta" book code repository and info resource

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

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

Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"

Melody of Life is a step sequencer using cellular automata

Code repo for ICME 2020 paper "Style-Conditioned Music Generation". VAE model that allows style-conditioned music generation.

ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

Generating Music and Lyrics using Deep Learning via Long Short-Term Recurrent Networks (LSTMs). Implements a Char-RNN in Python using TensorFlow.

Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks

cRNN-GAN to generate music by training on instrumental music (midi)

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"

RaveForce - An OpenAI Gym style toolkit for music generation experiments.

A Talk on Ragalur Expressions

music generation with a classifying variational autoencoder (VAE) and LSTM

🎷 Artificial Composition of Multi-Instrumental Polyphonic Music

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow