There are 89 repositories under music-generation topic.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
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.
An AI for Music Generation
🧠+🎧 Build your music algorithms and AI models with the next-gen DAW 🔥
Resources on Music Generation with Deep Learning
Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.
a list of demo websites for automatic music generation research
Train an LSTM to generate piano or violin/piano music.
"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020
Implementation of MusicLM, a text to music model published by Google Research, with a few modifications.
A toolkit for symbolic music generation
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).
AI Audio Datasets 🎵. 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.
Experiment diverse Deep learning models for music generation with TensorFlow
ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!
music generation with masked transformers!
This is the dataset repository for the paper: POP909: A Pop-song Dataset for Music Arrangement Generation
State of the Art of Music Generation with Deep Learning and AI
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.
Daily tracking of awesome audio papers, including music generation, zero-shot tts, asr, audio generation
RaveForce - An OpenAI Gym style toolkit for music generation experiments.
MusicTransformer written for MaestroV2 using the Pytorch framework for music generation
Local windowed attention multi-instrumental music transformer for supervised music generation
Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)
PyTorch implementation of MuseMorphose (published at IEEE/ACM TASLP), a Transformer-based model for music style transfer.
Pytorch Implementation of wavegan model to generate audio
A python framework for symbolic music generation, evaluation and analysis
[ICLR2023] Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation (CDCD).
The "Hands-On Music Generation with Magenta" book code repository and info resource
[NeurIPS'22] Official code of "ComMU: Dataset for Combinatorial Music Generation"
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Tegridy MIDI Dataset for precise and effective Music AI models creation.