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aishinchi's Projects

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers || Current highlight : we got our WHAMR results check it out here !

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

components-loss icon components-loss

Components loss for neural networks in mask-based speech enhancement

conv-tasnet icon conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

deepxi icon deepxi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2. For speech enhancement and robust ASR.

dns-challenge icon dns-challenge

This repo contains the scripts, models, and required files for the ICASSP 2021 Deep Noise Suppression (DNS) Challenge.

dual-path-rnn-pytorch icon dual-path-rnn-pytorch

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

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".

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

gcc-nmf icon gcc-nmf

Real-time GCC-NMF Blind Speech Separation and Enhancement

kaldi icon kaldi

This is now the official location of the Kaldi project.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

metricgan icon metricgan

MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awards)

nn-gev icon nn-gev

Neural network supported GEV beamformer

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