makabakas Goto Github PK

binaural-source-localization-cnn

A Deep Convolutional Neural Network (DCNN) designed for the task of localizing human speech to 168 location classes using binaural microphone inputs.

danet-tensorflow

Tensorflow implementation of "Speaker-independent Speech Separation with Deep Attractor Network"

deep-clustering

A tensorflow implementation for Deep clustering: Discriminative embeddings for segmentation and separation

deep_complex_networks

Implementation related to the Deep Complex Networks

deepclustering

dpmm-clustering

Java implementation of Dirichlet Process Mixture Model.

extraction-recordings-from-3-channel

gllim

a flexible Matlab toolbox for Gaussian Locally Linear Mapping

humhum

a project of digital video and audio processing

magnolia

mcse

Multi-channel speech enhancement system (MVDR beamformer + several postfilters)

messl

Model-based EM Source Separation and Localization

multi-channel-speech-extraction-using-dnn

A tensorflow implementation of my paper Combining beamforming and deep neural networks for multi-channel speech extraction

multi-user-transmit-beamforming-linear-regression-convex-optimization-tutorial

In this work, we use convex optimization package in MATLAB to implement multi-user transmit beamforming problem and linear regression. This is the homework 2 of ELEC 5470 Convex Optimization, HKUST.

news_spark

基于Spark2.x新闻网大数据实时分析可视化系统项目

nn-gev

Neural network supported GEV beamformer

phd-thesis

Hagen Wierstorf - Perceptual Assessment of Sound Field Synthesis, PhD thesis, TU Berlin

php-sdhumming

PHP binding for SDHumming

pit-speech-separation

resample

audio resample algorithm based weighted-sinc

research

Additional material for my scientific publications

sherpa-onnx

Real-time speech recognition using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, Raspberry Pi, x86_64 servers, websocket server/client, C/C++, Python, Kotlin

skproject

Various research purpose fileset

speech-separation

speech_enh

speech_feature_extractor

Some useful features of speech process, such as MFCC, gammatone filterbank, GFCC, spectrum(power spectrum and log-power spectrum), Amplitude Modulation Spectrum(AMS) and so on.

spherical-array-processing

A collection of MATLAB routines for acoustical array processing on spherical harmonic signals, commonly captured with a spherical microphone array.

voice-identification

Project to explore Speaker and Voice Identification. To follow will be further Speech Recognition tasks.

wavloc

End-to-End binaural sound localization