muqiaoy

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

doccano

Open source annotation tool for machine learning practitioners.

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

ESC-50

ESC-50: Dataset for Environmental Sound Classification

athena

an open-source implementation of sequence-to-sequence based speech processing engine

BigVGAN

Official PyTorch implementation of BigVGAN (ICLR 2023)

diffwave

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

brokenaxes

Create matplotlib plots with broken axes

Continual-Learning-Benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

Speech-Resources

语音方向实验室/公司/资源/实习等，欢迎推荐或自荐

sgmse

Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation

online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

Diffusion-Models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

code-switching-papers

A curated list of research papers and resources on code-switching

DNN-based_source_separation

A PyTorch implementation of DNN-based source separation.

ContinualLM

An Extensible Continual Learning Framework Focused on Language Models (LMs)

CTrLBenchmark

Benchmark for Lifelong learning research

The-guidebook-of-speech-enhancement

LAMOL

Code for LAMOL: LAnguage MOdeling for Lifelong Language Learning

best-rq-pytorch

Implementation of BEST-RQ - a model for self-supervised learning of speech signals using a random projection quantizer, in Pytorch.

BEST-RQ

Implementation of the paper "Self-supervised Learning with Random-projection Quantizer for Speech Recognition" in Pytorch.

EasyEspnet

Making Espnet easier to use

SpatialCodec

Implementation of SpatialCodec.

SERIL

Official Implementation of SERIL in Pytorch

multimodal_routing

MuFAN

[ICLR'23] New Insights for the Stability-Plasticity Dilemma in Online Continual Learning

UD_Hindi_English

Hindi-English Code Switching UD treebank