makabakas's repositories

resample

audio resample algorithm based weighted-sinc

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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.

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DaNet-Tensorflow

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

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deep-clustering

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

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deep_complex_networks

Implementation related to the Deep Complex Networks

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DPMM-Clustering

Java implementation of Dirichlet Process Mixture Model.

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GLLiM

a flexible Matlab toolbox for Gaussian Locally Linear Mapping

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HumHum

a project of digital video and audio processing

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mcse

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

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messl

Model-based EM Source Separation and Localization

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Multi-channel-speech-extraction-using-DNN

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

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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.

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News_Spark

基于Spark2.x新闻网大数据实时分析可视化系统项目

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nn-gev

Neural network supported GEV beamformer

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phd-thesis

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

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php-sdhumming

PHP binding for SDHumming

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research

Additional material for my scientific publications

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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

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skproject

Various research purpose fileset

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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.

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Spherical-Array-Processing

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

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Voice-Identification

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

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WavLoc

End-to-End binaural sound localization

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