《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Deezer source separation library including pretrained models.

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

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

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 Translatio…

A PyTorch-based Speech Toolkit

End-to-End Speech Processing Toolkit

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

An Industrial Grade Federated Learning Framework

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

TEN Agent is a conversational AI powered by the TEN, integrating Gemini 2.0 Live, OpenAI Realtime, RTC, and more. It delivers real-time capabilities to see, hear, and speak, while being fully compa…

A high performance and generic framework for distributed DNN training

DDSP: Differentiable Digital Signal Processing

An optimizer that trains as fast as Adam and as good as SGD.

Paper and implementation of UNet-related model.

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

This library provides common speech features for ASR including MFCCs and filterbank energies.

[IEEE TMI] Official Implementation for UNet++

The PyTorch-based audio source separation toolkit for researchers

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

MT3: Multi-Task Multitrack Music Transcription

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

In defence of metric learning for speaker recognition