keithito/tacotron

Health v2 · maintenance only

Adoption not part of the score

2995 stars · 937 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An unofficial open-source TensorFlow implementation of Google's Tacotron end-to-end neural text-to-speech model, with a pre-trained model available. It supports both inference via a demo web server and training on speech datasets like LJ Speech.

Use cases

• synthesize speech from text with a neural tts model
• train a tacotron text-to-speech model on my own dataset
• run a pretrained tacotron model locally
• experiment with end-to-end speech synthesis in tensorflow
• generate audio from text using lj speech trained model

When to choose

• you want an open-source Tacotron implementation to study or extend
• you need a pre-trained model for quick text-to-speech inference
• you want to train a TTS model on LJ Speech or a compatible dataset

When to avoid

• you need state-of-the-art TTS quality or modern architectures like Tacotron 2 or VITS
• you use TensorFlow 2.x or PyTorch exclusively
• you need actively maintained code with recent dependency support

Facets

library · maturity maintenance

tts machine-learning deep-learning speech-processing machine-learning deep-learning python tacotron tensorflow speech-synthesis text-to-speech neural-tts pretrained-model linux gpu

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markdown · JSON · MCP: product_card(name="keithito/tacotron")