AI/ML Speech Synthesis Framework
4.0k 2026-04-18

TensorSpeech/TensorFlowTTS

TensorFlowTTS provides real-time, state-of-the-art speech synthesis architectures based on TensorFlow 2, supporting multiple languages and optimized for fast inference and deployment on various devices.

Core Features

Real-time, state-of-the-art speech synthesis capabilities.
Support for multiple advanced TTS architectures (e.g., Tacotron-2, FastSpeech, Melgan).
Multi-language support (English, French, Korean, Chinese, German) and easy adaptation.
Optimized for fast inference and deployment on mobile/embedded systems (TFLite, quantization).
Scalable training with multi-GPU support and mixed precision.

Detailed Introduction

TensorFlowTTS is an open-source deep learning library dedicated to real-time, state-of-the-art speech synthesis using TensorFlow 2. It offers implementations of popular TTS architectures like Tacotron-2, FastSpeech, and various vocoders, enabling high-quality text-to-speech conversion. The project emphasizes performance, supporting optimizations like quantization and pruning for efficient deployment on mobile and embedded systems. With multi-language support and a modular design, it serves as a robust foundation for researchers and developers building advanced speech applications.

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