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zhenyuhuang's Projects

cs-books icon cs-books

📚 Computer Science Books 计算机技术类书籍 PDF

deepxi icon deepxi

Deep Xi: A Deep Learning Approach to A Priori SNR Estimation. Used for Speech Enhancement and robust ASR.

dereverberation-and-denoising icon 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

dns-challenge icon dns-challenge

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

gitignore icon gitignore

A collection of useful .gitignore templates

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

mpdp-code icon mpdp-code

《精通Python设计模式》一书的示例代码

multimodalanalysis icon multimodalanalysis

Python examples for the course "Multimodal Information Processing & Analysis" of the MSc in Data Science in NCSR Demokritos

nnsc icon nnsc

speech compensation (BWE & PLC) based on deep neural networks

pyaudioanalysis icon pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

pyroomacoustics icon pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

python-pesq icon python-pesq

PESQ (Perceptual Evaluation of Speech Quality) Wrapper for Python Users (narrow band and wide band)

segan icon segan

Speech Enhancement Generative Adversarial Network in TensorFlow

vad icon vad

Voice Activity Detection

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