Chenggang（张成刚）'s starred repositories
self_attention_alignment
Deep model with built-in self-attention alignment for acoustic echo cancellation, Pytorch implement
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
room-impulse-responses
A list of publicly available room impulse response datasets and scripts to download them.
denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
Attack_practical_asv
ICASSP 2021 accepted paper
dnn_aec_data_process
pre-process script for timit data for dnn-aec works
source_separation
Deep learning based speech source separation using Pytorch
DeepComplexUNetPyTorch
Implementation of Deep Complex UNet Using PyTorch