sigpro

ica

Independent Component Analysis (for blind source separation)

chainer

A flexible framework of neural networks for deep learning

pyfasst

Python implementation of the Flexible Audio Source Separation Toolbox (FASST)

messlJsalt15

MESSL wrappers etc for JSALT 2015, including CHiME3

kaldi-tfmask

TF Mask in kaldi

deep_kareoke_source_separation

music-source-separation

Deep neural networks for separating singing voice from music written in TensorFlow

SignalGraph

Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.

asr-study

Implementation of all-neural speech recognition systems using Keras and Tensorflow

dereverberation-and-denoising

MATLAB codes for estimating the room impulse response (RIR) and exemplar weights for speech dereverberation in noisy environments using the NMF and NMD -based techniques

pb_bss

Collection of EM algorithms for blind source separation of audio signals

nn-gev

Neural network supported GEV beamformer

sail_align

SailAlign is an open-source software toolkit for robust long speech-text alignment implementing an adaptive, iterative speech recognition and text alignment scheme that allows for the processing of very long (and possibly noisy) audio and is robust to transcription errors. It is mainly written as a perl library but its functionality also depends on freely available software, namely HTK, srilm and sclite.

spanish_voxforge_htk_asr

Makefile recipe to train htk acoustic models using the spanish data on voxforge. It should be working by just updating the paths and typing: make all.

Spacemacs-rocks

Happy Hacking Emacs & Spacemacs (Simplified Chinese)

DRNN4ASS

Deep Recurrent Neural Network for Audio Source Separation

deeplearningsourceseparation

Deep Recurrent Neural Networks for Source Separation

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

deepnet

Educational deep learning library in plain Numpy.

attention-lvcsr

End-to-End Attention-Based Large Vocabulary Speech Recognition

lc-all-solutions

My own leetcode solutions by python

seq2seq-signal-prediction

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

papers-we-love

Papers from the computer science community to read and discuss.

Blind-Source-Separation

Blind source separation in a noisy environment using global optimization

openBliSSART

Blind Source Separation for Audio Recognition Tasks

beamforming

dnn-speech

This ist the repository for the term project Speech Recognition using Deep Neural Networks for the course ELEC-E5510-Speech Recognition

KyotoUx-009x

nabu

Code for end-to-end ASR with neural networks, build with TensorFlow

tfkaldi

Speech recognition software where the neural net is trained with TensorFlow and GMM training and decoding is done in Kaldi