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Technical How-to12 min read

Deploying real-time personalized speech with Qwen3-TTS on Amazon SageMaker AI

Deploy the publicly available Qwen3-TTS-12Hz-1.7B-Base text-to-speech model from Amazon SageMaker JumpStart to a fully managed, real-time endpoint, and clone a voice from a short reference clip. Cross-lingual cloning preserves the speaker's identity across languages.

By Suneesh TAWS ML Blog
Deploying real-time personalized speech with Qwen3-TTS on Amazon SageMaker AI

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Originally published by AWS ML Blog on Sep 25, 2026.

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