haoyz Goto Github PK

acad-homepage.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

arcface-pytorch

bert-pytorch

Google AI 2018 BERT pytorch implementation

bp-for-spikingnn

Spatio-temporal BP for SNNs

conv-tasnet

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

csol_tpami2021

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.

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".

espnet

End-to-End Speech Processing Toolkit

extension-cpp

C++ extensions in PyTorch

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fasterrcnn-pytorch

FasterRCNN is implemented in VGG, ResNet and FPN base.

fftnet

A PyTorch implementation of the FFTNet: a Real-Time Speaker-Dependent Neural Vocoder

google-research

Google Research

haoyz.github.io

listen-attend-spell

A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.

looking-to-listen-at-the-cocktail-party

Executable code based on Google articles

machine_learning_basics

Plain python implementations of basic machine learning algorithms

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

neurst

Neural end-to-end Speech Translation Toolkit

noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

pit-speech-separation

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-deeplab-resnet

DeepLab resnet v2 model in pytorch

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo.

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.