luyizhou4

PSL

Source code for ICASSP2022 "Pseudo Strong labels for large scale weakly supervised audio tagging"

libri-light

dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.

cvss

CVSS: A Massively Multilingual Speech-to-Speech Translation Corpus

HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

ContrastivePruning

Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》

GCS_KI

What Has Been Enhanced in my Knowledge-Enhanced Language Model?

dongbei

东北方言编程语言

koila

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

gpuRIR

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

paper-reading

深度学习经典、新论文逐段精读

fairscale

PyTorch extensions for high performance and large scale training.

fastmoe

A fast MoE impl for PyTorch

L0_regularization

Learning Sparse Neural Networks through L0 regularization

pytorch_memlab

Profiling and inspecting memory in pytorch

NM-sparsity

nn_pruning

Prune a model while finetuning or training.

DiffPruning

Parameter Efficient Transfer Learning with Diff Pruning

ResRep

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)

hessian

hessian in pytorch

awesome-kaldi

This is a list of features, scripts, blogs and resources for better using Kaldi ( http://kaldi-asr.org/ )

epitran

A tool for transcribing orthographic text as IPA (International Phonetic Alphabet)

torch-gather

A mini lib that implements several useful functions binding to PyTorch in C++.

MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

Prune-Tune

Official code repository for AAAI2021 paper Finding Sparse Structures for Domain Specific Neural Machine Translation

sparse-sharing

Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

SRILM

Latest SRILM = 1.7

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

google-research

Google Research

voxpopuli

A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation