Popular GitHub Repositories for Speech Synthesis

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

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)

A fast, local neural text to speech system

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

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

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

DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

An Open Source text-to-speech system built by inverting Whisper.

Foundational model for human-like, expressive TTS

Speech To Speech: an effort for an open-sourced and modular GPT4-o

Gradio WebUI for creators and developers, featuring key TTS (Edge-TTS, kokoro) and zero-shot Voice Cloning (E2E, F5-TTS, CosyVoice), with Whisper audio processing, RVC voice changer, YouTube download, UVR5 vocal isolation, and multilingual translation.

Converts text to speech in realtime

MARS5 speech model (TTS) from CAMB.AI

MARY TTS -- an open-source, multilingual text-to-speech synthesis system written in pure java

WaveNet vocoder

DeepMind's Tacotron-2 Tensorflow implementation

WaveRNN Vocoder + TTS

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

Kalliope is a framework that will help you to create your own personal assistant.