Popular GitHub Repositories for Feature Synthesis

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

?? - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

? Leon is your open-source personal assistant.

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)

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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.

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

A fast, local neural text to speech system

End-to-End Speech Processing Toolkit

Amphion (/?m?fa??n/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

EmotiVoice ?: a Multi-Voice and Prompt-Controlled TTS Engine

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic ?: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

The Open Source Feature Store for AI/ML

Codes and datasets for NeurIPS21 paper “Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach”

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans