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Medium Voice & Audio · 1 min read

Tortoise TTS v2: open-source multi-voice speech synthesis, slow but realistic

In one sentence James Betker releases Tortoise TTS 2.0, an open-source (Apache 2.0) text-to-speech program that imitates a voice from a few reference clips and targets realistic prosody and intonation, at the cost of very slow generation.

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Tortoise is an open-source speech synthesis program written by James Betker alone, on his own hardware. Its stated priorities: speaking in many different voices and realistic prosody and intonation.

A few reference recordings are enough to imitate a voice: the guide recommends at least 3 clips of about 10 seconds. From the clips the model picks up tone, speed, timbre and even the recording conditions.

The name ("tortoise") is an admission: the model is extremely slow. According to the author, a K80 GPU takes about 2 minutes for a medium-length sentence. That makes it mostly suited to non-real-time uses.

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Tortoise TTS

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TTSVoice CloningOpen SourceJames BetkerDiffusionNeural Audio

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