DeepConvSep

Music source separation

A framework for training deep neural networks to separate music sources from audio files.

Deep Convolutional Neural Networks for Musical Source Separation

GitHub

472 stars
34 watching
110 forks
Language: Python
last commit: almost 5 years ago
audio-synthesisconvolutional-neural-networksdata-augmentationdata-generationdeep-learningsample-queryingscore-synthesissignal-processingsource-separationtheano

Related projects:

Repository Description Stars
andabi/music-source-separation A deep learning model for separating singing voice from background music in audio files 798
posenhuang/deeplearningsourceseparation A collection of MATLAB-based deep learning models and tools for source separation tasks in audio processing 366
l0sg/seqgan-music Generates polyphonic music sequences using deep learning models and adversarial training 28
kristijanbartol/deep-music-tagger Classifies music genres using a deep neural network model trained on a large audio dataset 67
salu133445/musegan Generates polyphonic music from scratch or based on user input using a neural network architecture 1,846
calclavia/deepj A deep learning model that generates music with tunable properties based on specific styles 728
deepsound-project/samplernn-pytorch An implementation of an audio generation model using PyTorch 288
despoisj/deepaudioclassification Automatically categorizes music genres using deep learning algorithms 1,097
js-mim/mss_pytorch This project provides a PyTorch implementation of a singing voice separation algorithm using recurrent inference and skip-filtering connections. 171
chrisdonahue/wavegan An open-source machine learning algorithm for generating raw audio waveforms from raw data 1,330
soroushmehr/samplernn_iclr2017 An unconditional end-to-end neural audio generation model utilizing a recurrent neural network architecture. 537
brunnergino/jambot A music generation tool that uses chord embeddings and neural networks to create polyphonic music with harmonic structure 64
mlachmish/musicgenreclassification Classify music genre from a 10-second sound stream using a neural network. 562
mtg/dunya-desktop A desktop application for visualizing and accessing music data through a modular interface. 89
keunwoochoi/icassp_2017 A repository containing code and pre-trained models for music classification using Convolutional Recurrent Neural Networks. 12