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dr-nmf

Implementation of deep recurrent nonnegative matrix factorization (DR-NMF) for speech separation

embed

Efficient Methods for BEamforming Deconvolution

fastica

A python version of fast and robust ICA based on the paper of Aapo Hyvärinen.

fastica-1

MATLAB program that implements the fast fixed-point algorithm

galatea

Ian Goodfellow's private research codebase

gcc-nmf

Real-time GCC-NMF Blind Speech Separation and Enhancement

genretron

Music Genre Classification using Deep Learning

genrexpose

Automated music genre classification using machine learning

get_started_with_respeaker

gsc_beamforming

Generalised Sidelobe Canceler beamformer for an array of microphones using matlab

gtts

Module and command line utility to save spoken text to mp3 via the Google Text to Speech (TTS) API

helloworld

Just another repository

hmm-and-bayesian-hmm

Dicrete and Mixture of Gaussian HMM and Bayesian HMM(离散和混合高斯隐马尔可夫模型和贝叶斯隐马尔可夫模型)

home-assistant

:house_with_garden: Open-source home automation platform running on Python 3

ica

Independent Component Analysis (for blind source separation)

ica-1

Code for two-layer and subspace Independent Component Analysis

ica-2

Independent Component Analysis in Python for Cocktail Party Problem and other problems

ica-3

Independent Component Analysis of the glass dataset using sklearn's implementation of Fast ICA

icassp2010

Sample program for the proceeding of ICASSP2010: MUSIC DEREVERBERATION USING HARMONIC STRUCTURE SOURCE MODEL AND WIENER FILTER

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

java-speech-api

The J.A.R.V.I.S. Speech API is designed to be simple and efficient, using the speech engines created by Google to provide functionality for parts of the API. Essentially, it is an API written in Java, including a recognizer, synthesizer, and a microphone capture utility. The project uses Google services for the synthesizer and recognizer. While this requires an Internet connection, it provides a complete, modern, and fully functional speech API in Java.

kaldi

This is now the official location of the Kaldi project.

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-rl

Deep Reinforcement Learning for Keras.

librosa

Python library for audio and music analysis

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

linux-command

Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。

lstm-char-cnn-tensorflow

in progress

lstm_denoise

Use LSTM to learn feature mapping from corrupted to clean speech

lstmlibrary

LSTM encoder/decoder library