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runngezhang's Projects

dsift-python icon dsift-python

Dense sift (Dsift) feature extraction using python and numpy.

dsp-mimo-channel-estimation icon dsp-mimo-channel-estimation

Homework for the course DSP of Prof Umberto Spagnolini at PoliMI in 2017/18. Channel Estimation and Equalisation simulation of MIMO systems. Comparison with theoretical limit given by Cramer-Rao Bound.

dsp-python icon dsp-python

several examples to ilustrate concepts in digital signal processing using python

dsp_algorithms_tools icon dsp_algorithms_tools

various DSP algorithms - AM, FM, FFT, discrete convolution - overlap save/add methods, Hilbert Transform, DCT, KLT, adaptive filtering, FDAF.

dsp_notebooks icon dsp_notebooks

A collection of Digital Signal Processing notebooks with a wireless communications theme.

dspfilters icon dspfilters

:tennis: A Collection of Useful C++ Classes for Digital Signal Processing

dsr icon dsr

ICIP2015-ROBUST VISUAL TRACKING VIA DISCRIMINATIVE SEQUENTIAL RANKING

dtln icon dtln

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

dtln-aec icon dtln-aec

This Repostory contains the pretrained DTLN-aec model for real-time acoustic echo cancellation.

dtln_aec-1 icon dtln_aec-1

A wrapper library of DTLN-aec acoustic echo cancellation

dtln_nr icon dtln_nr

A wrapper library of DTLN noise reduction

dtw icon dtw

DTW (Dynamic Time Warping) python module

dual-path-rnns-dprnns-based-speech-separation icon dual-path-rnns-dprnns-based-speech-separation

A PyTorch implementation of dual-path RNNs (DPRNNs) based speech separation described in "Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation".

dynamics-processor icon dynamics-processor

This is a collection of some dynamics processors, i.g. noise gate, peak limiter, rms limtier, compressor.

e2e-nplda icon e2e-nplda

End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation

eabnet icon eabnet

This is the repo of the manuscript "Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement", which was submitted to ICASSP2022.

eaqual icon eaqual

EAQUAL stands for Evaluation Of Audio Quality. It's an objective measurement technique used to measure the quality of encoded/decoded audio files (very similiar to PEAQ).

ears icon ears

EARS: Environmental Audio Recognition System

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