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Shi Cheng's Projects

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

dm-ias icon dm-ias

This is an open source for DM-IAS

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.

hard icon hard

Partial simulations in "High dimensional thresholded regression and shrinkage effect"

leetcode icon leetcode

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

pysepm icon pysepm

Python implementation of performance metrics in Loizou's Speech Enhancement book

sed-cmu icon sed-cmu

Code for Yun Wang's PhD Thesis: Polyphonic Sound Event Detection with Weak Labeling

semetrics icon semetrics

Speech Enhancement Metrics (PESQ, CSIG, CBAK, COVL)

speech_feature_extractor icon 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.

tasnet icon tasnet

A PyTorch implementation of Time-domain Audio Separation Network (TasNet) with Permutation Invariant Training (PIT) for speech separation.

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