Awesome Open Source

Programming Languages

Search results for music generation

music-generation x

131 search results found

Introtodeeplearning ⭐ 6,826

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

Amphion ⭐ 3,319

Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

Musegan ⭐ 1,515

An AI for Music Generation

Tuneflow Py ⭐ 755

🧠+🎧 Build your music algorithms and AI models with the next-gen DAW 🔥

Music Generation With Dl ⭐ 577

Resources on Music Generation with Deep Learning

Audio Diffusion ⭐ 572

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

Miditok ⭐ 522

MIDI / symbolic music tokenizers for Deep Learning models 🎶

Genmusic_demo_list ⭐ 477

a list of demo websites for automatic music generation research

Linuxwave ⭐ 439

Generate music from the entropy of Linux 🐧🎵

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

Musical Neural Net ⭐ 410

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

A toolkit for symbolic music generation

Jjazzlab ⭐ 317

A complete and open application for automatic backing tracks generation.

Open Musiclm ⭐ 281

Implementation of MusicLM, a text to music model published by Google Research, with a few modifications.

Musicgenerator ⭐ 245

Experiment diverse Deep learning models for music generation with TensorFlow

Vampnet ⭐ 235

music generation with masked transformers!

Ai Audio Datasets ⭐ 199

This is a list of datasets consisting of speech, music, and sound effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications. It is mainly used for speech recognition, speech synthesis, singing voice synthesis, music information retrieval, music generation, etc.

Los Angeles Music Composer ⭐ 180

Local windowed attention multi-instrumental music transformer for supervised music generation

Audio Development Tools ⭐ 165

This is a list of sound, audio and music development tools which contains machine learning, audio generation, audio signal processing, sound synthesis, spatial audio, music information retrieval, music generation, speech recognition, speech synthesis, singing voice synthesis and more.

Musemorphose ⭐ 140

PyTorch implementation of MuseMorphose, a Transformer-based model for music style transfer.

Hands On Music Generation With Magenta ⭐ 140

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

Icassp 2023 Papers ⭐ 139

ICASSP 2023 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023 conference. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

Raveforce ⭐ 126

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

Pypianoroll ⭐ 126

A toolkit for working with piano rolls

Catch A Waveform ⭐ 122

Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)

[ICLR2023] Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation (CDCD).

Musicaiz ⭐ 115

A python framework for symbolic music generation, evaluation and analysis

Tensorflow Music Generator ⭐ 111

generates music (midi files) using a Tensorflow RNN

Commu Code ⭐ 109

[NeurIPS'22] Official code of "ComMU: Dataset for Combinatorial Music Generation"

Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)

Deeplearningmusicgeneration ⭐ 103

State of the Art of Music Generation with Deep Learning and AI

Tegridy Midi Dataset ⭐ 103

Tegridy MIDI Dataset for precise and effective Music AI models creation.

Deep Learning Coursera ⭐ 102

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

Audiocraft Infinity Webui ⭐ 99

Video2music ⭐ 94

Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model

Awesome Singing Voice Synthesis And Singing Voice Conversion ⭐ 94

A paper and project list about the cutting edge Speech Synthesis, Text-to-Speech (TTS), Singing Voice Synthesis (SVS), Voice Conversion (VC), Singing Voice Conversion (SVC), and related interesting works (such as Music Synthesis, Automatic Music Transcription, Automatic MOS Prediction, SSL-based ASR...etc).

Themetransformer ⭐ 85

The official implementation of Theme Transformer. A Theme-based music generation. IEEE TMM

Musictransformer Pytorch ⭐ 78

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

Performance Rnn Pytorch ⭐ 67

Event-based music generation with RNN using PyTorch

Python Twelve Tone ⭐ 67

🎶 12-tone matrix to generate dodecaphonic melodies 🎶

Cog Musicgen Remixer ⭐ 60

Music remixer based on MusicGen-Chord

Tegridy Tools ⭐ 56

Symbolic Music NLP Artificial Intelligence Toolkit

Live coding and synthesis with NodeJS. In-browser text editor

Word2wave ⭐ 56

Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.

Alda Clj ⭐ 56

A Clojure library for live-coding music with Alda

Music Sketchnet ⭐ 55

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

Midi Model ⭐ 50

Midi event transformer for music generation

Bmusegan ⭐ 50

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

Perceiver Music Transformer ⭐ 49

SOTA Google's Perceiver-AR Music Transformer Implementation and Model

Midi Emotion ⭐ 49

Generates multi-instrument symbolic music (MIDI), based on user-provided emotions from valence-arousal plane.

D2M-GAN for music generation from dance videos (ECCV 2022)

Lakh Pianoroll Dataset ⭐ 43

A collection of 174,154 multi-track piano-rolls

The BEST music separation model with help of A.I. ... to my ears ! 👂👂

Inpaintnet ⭐ 39

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

Midi Vae ⭐ 36

"Dicy2 for Max" is a Max package implementing interactive agents using machine-learning to generate musical sequences that can be integrated into musical situations ranging from the production of structured material within a compositional process to the design of autonomous agents for improvised interaction. Check also our plugin for Ableton live !

Neuraltexttoaudio ⭐ 34

Text prompt steered synthetic audio generators

Diffroll ⭐ 33

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

🎶 Generate four-part harmony following idiomatic voice-leading procedures with DP!

Deepmusicvstyle ⭐ 33

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

Superpiano ⭐ 32

Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)

Euterpe X ⭐ 31

[DEPRECIATED] [PyTorch 2.0] [638M] [85.33% acc] Full-attention multi-instrumental music transformer for supervised music generation, optimized for speed, efficiency, and performance

Long-Term Rhythmic Video Soundtracker, ICML2023

Music.generation.with.deeplearning ⭐ 27

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

Amazing Gpt2 Piano ⭐ 26

OpenAI's GPT2 based Music AI Google Colab Notebooks for Music Generation/Composition and Capabilities Evaluation

Bpe Symbolic Music ⭐ 25

Code of the paper "Byte Pair Encoding for Symbolic Music" (EMNLP 2023). Better and faster music generation

Music Generation Crnn Gan ⭐ 25

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

A Talk on Ragalur Expressions

Allegro Music Transformer ⭐ 24

Full-attention multi-instrumental music transformer featuring asymmetrical encoding with octo-velocity, and chords counters tokens, optimized for speed and performance

Wavegan Pytorch ⭐ 19

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"

Hum2song ⭐ 19

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

Classifying Vae Lstm ⭐ 18

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

C Rnn Gan.pytorch ⭐ 18

PyTorch implementation of C-RNN-GAN for Music Generation

Keygen composes original music in the form of midi files.

Fusion_gan ⭐ 18

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

Giga Piano Xl ⭐ 17

SOTA Piano Transformer model trained on 4.2GB of Solo Piano MIDI music

Seqgan Music ⭐ 17

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

Google Magenta Piano Transformer Colab ⭐ 15

[DEAD/NOT SUPPORTED ANYMORE] This is the only fully working and functioning version of Google Magenta Piano Transformer Colab Notebook.

Pop909 Dataset ⭐ 15

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

Symbolic Music Generation ⭐ 14

Symbolic music generation taking inspiration from NLP and human composition process

Genmusic ⭐ 14

Generative Music- a stochastic modal music generator

Wavegan Pytorch ⭐ 13

Pytorch Implementation of wavegan model to generate audio

Ai_music_composition ⭐ 13

Do you think that AI can write songs for us? The project is just the music generator with the power of AI.

Audio Speech Tutorial ⭐ 12

This repository contains a short introduction on the topic of audio and speech processing -- from basics to applications.

[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs

Optimus Virtuoso ⭐ 12

GPT3-based Multi-Instrumental MIDI Music AI Implementation

MAIDENS: an application for algorithmically drafting ideas for your next art music masterpiece.

Make M3U format playlist from command line

Polyphonic Tone Transfer Language: superset of NOKIA's RTTTL, supports polyphony & vibrato

Deep Muse ⭐ 11

[Exclusive for GitHub] deep-muse: Advanced Text-to-Music Generator Implementation

Musicmarbles ⭐ 11

Small pet-project. Generating music using falling marbles. JS, C++, WASM

Jen 1 Composer Pytorch ⭐ 11

Unofficial implementation JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation(https://arxiv.org/abs/2310.19180)

Music Generation ⭐ 11

Domain-Specific Music Generation using a deep LSTM and a VAE in Keras.

Music Generation ⭐ 10

Implementation of Music Generation in PyTorch

Lyrics Generator Twitter Bot ⭐ 10

The repository contains code to load a GPT-2 model, perform text generation and create a Twitter Bot

Giga Piano ⭐ 10

[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music

Emomusictv ⭐ 10

This is the official implementation of EmoMusicTV (TMM).

A Variational LSTM to generate rap music (with and without text input)

Ismir2019tutorial ⭐ 9

Website for tutorial "Generating Music with GANs: An Overview and Case Studies"

1-100 of 131 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.