musiclm-pytorch
Music Generation Model
Implementation of Google's MusicLM model for music generation using attention networks and text-conditioning.
Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
3k stars
98 watching
256 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list
artificial-intelligenceattention-mechanismsdeep-learningmusic-synthesistransformers
filipecalegario/awesome-generative-aiRelated projects:
| Repository | Description | Stars |
|---|---|---|
| lucidrains/imagen-pytorch | Implements Google's Text-to-Image Neural Network in PyTorch using a cascading DDPM architecture with dynamic clipping and noise level conditioning. | 8,088 |
 pytorch/audio | A PyTorch module providing tools and functions for audio signal processing | 2,538 |
 mubertai/mubert-text-to-music | Generates music based on user input prompts using the Mubert API | 2,733 |
| lucidrains/dalle2-pytorch | An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch | 11,148 |
 facebookresearch/audiocraft | A deep learning library for generating high-quality audio | 20,969 |
| lucidrains/palm-rlhf-pytorch | An implementation of RLHF on top of the PaLM architecture to enable human feedback in reinforcement learning for large language models. | 7,705 |
 nvidia/waveglow | Generates high-quality speech from mel-spectrograms using a flow-based network architecture | 2,285 |
 pyannote/pyannote-audio | A toolkit for speaker diarization using PyTorch and speech activity detection. | 6,333 |
 magenta/magenta | A research project using machine learning to generate music and art with the goal of creating tools for artists and musicians to extend their creative processes. | 19,175 |
 rasbt/llms-from-scratch | Developing and pretraining a GPT-like Large Language Model from scratch | 32,908 |
 enhuiz/vall-e | An implementation of VALL-E in PyTorch for text-to-speech synthesis | 2,964 |
 trekhleb/homemade-machine-learning | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,121 |
 l0sg/seqgan-music | Generates polyphonic music sequences using deep learning models and adversarial training | 28 |
 salu133445/musegan | Generates polyphonic music from scratch or based on user input using a neural network architecture | 1,846 |
 microsoft/lmops | A research initiative focused on developing fundamental technology to improve the performance and efficiency of large language models. | 3,695 |