State of the Art of Music Generation with Deep Learning and AI
-
Updated
Mar 16, 2023
State of the Art of Music Generation with Deep Learning and AI
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
Music remixer based on MusicGen-Chord
Music(Lo-fi) generation using deep learning techniques.
Chord conditioning implemented MusicGen
This is a cog implementation of the fine-tuner for Meta's MusicGen
A Bach music generator with Artificial Intelligence. This model is made by a VQ-VAE + Transformer (decoder-only). Sequences of midi 1 quarter length are compressed into 16 codebooks via VQ-VAE and a transformer learns how to generate the codebooks sequence to obtain a midi score.
Multi-Instrument music generation using C-RNN-GAN with MIDI format input 🎼
Code and demo for paper: Zhao et al., "Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement," IJCAI 2023
[DEPRECEATED] Morpheus Music AI implementation spin-off :)
Algorithmic and AI MIDI Drums Generator Implementation
A pytorch Implementation of VAE-based musical model to generate and interpolate piano'notes using Nottingham dataset.
Music generation using a Long Short-Term Memory (LSTM) neural network. The gennhausser project uses TensorFlow and music21 libraries to create a synthetic dataset, train an LSTM model, and generate music sequences.
Developed a music generation deep learning model using WGAN-GP and self-attention, aimed at creating melodic compositions.
Symbolic music generation using multi agent systems
Generate Piano music using LSTM-based musical model.
Course Materials for TTSM Workshop 2024: Expressive Symbolic Music Data Processing and Generation
The project focuses on automatic music generation. It was done during Bachelor Thesis at VGU in 2023.
Course Materials for TTSM Workshop I: Symbolic Music Data Processing and Generation
Add a description, image, and links to the music-generation-deep-learning topic page so that developers can more easily learn about it.
To associate your repository with the music-generation-deep-learning topic, visit your repo's landing page and select "manage topics."