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advanced-deep-learning-with-python

Advanced Deep Learning with Python by Packt Publishing

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

apot_quantization

PyTorch implementation for the APoT quantization (ICLR 2020)

awesome-speech-recognition-speech-synthesis-papers

Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

blockcirculantrnn

BlockCIrculantRNN (LSTM and GRU) using TensorFlow

book

个人认为对技术提升很不错的书

darknetz

runs several layers of a deep learning model in TrustZone

dcunet.pytorch

Phase-Aware Speech Enhancement with Deep Complex U-Net

deepcomplexunetpytorch

Implementation of Deep Complex UNet Using PyTorch

deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

deit

Official DeiT repository

dfft

e2e-asr

PyTorch Implementations for End-to-End Automatic Speech Recognition

end-to-end-asr-pytorch

This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

end-to-end-mandarin-asr

End-to-end speech recognition on AISHELL dataset.

espnet

End-to-End Speech Processing Toolkit

evit

Python code for ICLR 2022 spotlight paper EViT: Expediting Vision Transformers via Token Reorganizations

evo-vit

Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastspeech

The Implementation of FastSpeech based on pytorch.

fastspeech2

An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

hotbev

https-github.com-peiyanflying-pytorch-kaldi

isaac

Automatically-Tuned Input-Aware implementations of HPC/DNN primitives

kws-gru

kws weight/activation quantization

lstm_sentence_classifier

LSTM-based Models for Sentence Classification in PyTorch

mnist_even-master

mobilebert_pytorch

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

mobilevit-pytorch

Unofficial PyTorch implementation of MobileViT.