demucs
Audio source separator
A deep learning model that separates multiple audio sources from mixed music tracks
Code for the paper Hybrid Spectrogram and Waveform Source Separation
8k stars
155 watching
1k forks
Language: Python
last commit: 11 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 adefossez/mdx21_demucs | A repository containing pre-trained models and code for music demixing using the Hybrid Demucs model | 103 |
| facebookresearch/encodec | A deep learning-based audio codec that supports high-fidelity neural audio compression. | 3,536 |
 lucidrains/musiclm-pytorch | Implementation of Google's MusicLM model for music generation using attention networks and text-conditioning. | 3,189 |
 mtg/deepconvsep | A framework for training deep neural networks to separate music sources from audio files. | 474 |
| facebookresearch/metaseq | A codebase for working with Open Pre-trained Transformers, enabling deployment and fine-tuning of transformer models on various platforms. | 6,519 |
 js-mim/mss_pytorch | This project provides a PyTorch implementation of a singing voice separation algorithm using recurrent inference and skip-filtering connections. | 171 |
| facebookresearch/detectron2 | A platform for object detection and segmentation tasks using machine learning algorithms | 30,778 |
 abdullah-abuolaim/recurrent-defocus-deblurring-synth-dual-pixel | This project provides tools and models to generate realistic data for camera systems with defocus blur, aiming to improve image deblurring techniques. | 49 |
 mubertai/mubert-text-to-music | Generates music based on user input prompts using the Mubert API | 2,738 |
 libaudioflux/audioflux | A deep learning tool library for extracting features from audio signals. | 2,940 |
 mlachmish/musicgenreclassification | Classify music genre from a 10-second sound stream using a neural network. | 565 |
| facebookresearch/audio2photoreal | Generating photorealistic avatars from audio | 2,715 |
 invokerer/deeprft | Deblurring technique using deep learning and Fourier transformation to remove image blur | 248 |
| facebookresearch/mmf | A modular framework for building vision and language multimodal research projects using PyTorch. | 5,510 |
| facebookresearch/spiritlm | This repository provides an end-to-end language model capable of generating coherent text based on both spoken and written inputs. | 845 |