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lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

ml-kws-for-mcu

Keyword spotting on Arm Cortex-M Microcontrollers

opencc

Conversion between Traditional and Simplified Chinese

opengrm-ngram

Read-only unofficial mirror of the OpenGrm NGram Library

paddlebobo

基于飞桨开发的虚拟主播

paddlespeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

pychain

PyTorch implementation of LF-MMI for End-to-end ASR

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch-qrnn

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

rapidasr

A Cross-platform implementation of ASR inference. It's based on ONNXRuntime and FunASR. We provide a set of easier APIs to call ASR models.

returnn

The RWTH extensible training framework for universal recurrent neural networks

returnn-experiments

experiments with RETURNN

rnnlm2wfst

Conversion of recurrent neural network language models to weighted finite state transducers

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector, Language Classifier and Spoken Number Detector

skychat-chinese-chatbot-gpt3

SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing. / SkyChat是一款基于中文GPT-3 API做的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。

spanpsp

speecht5

Unified-Modal Speech-Text Pre-Training for Spoken Language Processing

spleeter

Deezer source separation library including pretrained models.

squeezeformer

[NeurIPS'22] Squeezeformer: An Efficient Transformer for Automatic Speech Recognition

starganv2-vc

StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion

sudo_rm_rf

Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.

torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

unispeech

UniSpeech - Large Scale Self-Supervised Learning for Speech

vall-e

An unofficial PyTorch implementation of the audio LM VALL-E