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

AWS Machine Learning Blog · Sep 25, 2026 · Product Launches

Qwen3-TTS voice cloning model now deployable on Amazon SageMaker JumpStart for real-time inference

AWS and Alibaba's Qwen team have made the Qwen3-TTS-12Hz-1.7B-Base model available via Amazon SageMaker JumpStart, enabling real-time voice cloning from short reference recordings without model retraining. The model supports 10 languages and cross-lingual voice cloning, with managed infrastructure handling scaling and monitoring. This is a practical deployment story rather than a research breakthrough, lowering the barrier for enterprises to add personalized TTS to applications within their AWS environment.

voice-cloning TTS SageMaker Qwen Alibaba AWS deployment

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