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TensorFlowTTS

TensorSpeech/TensorFlowTTS

Real-Time State-of-the-art Speech Synthesis for Tensorflow 2

GitHub Website

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

48views this month

4.0k stars797 forksLast push Jul 5, 2024 Python Apache-2.0

Decision brief

TensorFlowTTS is notable for its real-time speech synthesis capabilities with support for multiple languages and advanced models like Tacotron2, FastSpeech2, MelGAN.

Good fit when

When you need state-of-the-art real-time text-to-speech functionality across several languages including English, French, Korean, Chinese, German,
If your project requires the compatibility of TensorFlow 2.x for further integration or leveraging multi-GPU setups, especially with version 2.6 recommended by the developers for optimal performance

Avoid when

When you require a text-to-speech solution that works on operating systems other than Ubuntu 18.04 as it has been tested only on this specific environment
If your project cannot meet the hardware requirements such as needing CUDA 10.1 and CuDNN 7.6.5, or if you want to avoid dependency on TensorFlow-specific packages like TensorFlow Addons

Observed Jul 16, 2026 · Source: enrich:decision_facts

TensorFlowTTS alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Dormant (806d since push); As of Sep 20, 2026
Provenance: Not a fork · Organization account; As of Sep 20, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install TensorFlowTTS

PyPI

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Same-category neighbours. No typed graph edges are catalogued for this tool yet.

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

TensorFlowTTS is a real-time speech synthesis toolkit supporting multiple languages including English, French, Korean, Chinese, and German.

Capability facts

Deploy: Self-host
Source: dockerfile:docker-compose.yml · Sep 20, 2026
Docker: Dockerfile present
Source: dockerfile:docker-compose.yml · Sep 20, 2026
Languages: python
Source: github.language · Sep 20, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 20, 2026)

- Python 3.7+

Source link

README

Requirements This repository is tested on Ubuntu 18.04 with: Python 3.7+ Cuda 10.1 CuDNN 7.6.5 Tensorflow 2.2/2.3/2.4/2.5/2.6 Tensorflow Addons = 0.10.0 Different Tensorflow version should be working but not tested yet. This repo will try to work with the latest stable TensorFlow...

For agents

This page has a .md twin and JSON over the API.

/tools/tensorspeech-tensorflowtts.md GET /api/graphcanon/tools/tensorspeech-tensorflowtts GET /api/graphcanon/graph?tool=tensorspeech-tensorflowtts