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devin178's Projects

ehnet icon ehnet

A neural network consist of cnn and lstm for speech enhancement

mfc icon mfc

Some MFC programs and Some demo

npy-matlab icon npy-matlab

Experimental code to read/write NumPy .NPY files in MATLAB

se-fcn icon se-fcn

An implementation of the ICASSP paper 'A fully convolutional neural network for complex spectrogram processing in speech enhancement'

sednn icon sednn

deep learning based speech enhancement using keras or pytorch, make it easy to use

speech-to-text-wavenet icon speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

speech_enhancement-1 icon speech_enhancement-1

speech enhancement using DNN: [1] Xu, Y., Du, J., Dai, L.R. and Lee, C.H., 2015. A regression approach to speech enhancement based on deep neural networks. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 23(1), pp.7-19. https://github.com/yongxuUSTC/sednn/tree/master/mixture2clean_dnn CRN: Park S R , Lee J . A Fully Convolutional Neural Network for Speech Enhancement[J]. 2016. DSN(still coding): Nie S , Zhang H , Zhang X L , et al. DEEP STACKING NETWORKS WITH TIME SERIES FOR SPEECH SEPARATION[J]. 2014.

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