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Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1.

AWS Machine Learning BlogCompany announcement·
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A tutorial shows how to deploy the Qwen3-TTS text-to-speech model on Amazon SageMaker AI using the AWS vLLM-Omni Deep Learning Container and stream generated speech over a persistent bidirectional connection, with speech streamed through a Gradio application.

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“Deploy a text-to-speech model on Amazon SageMaker AI with the AWS vLLM-Omni Deep Learning Container and stream generated speech over a persistent bidirectional connection. This Part 1 tutorial deploys Qwen3-TTS and streams speech through a Gradio application.”
AWS Machine Learning Blog, 28 Sept 2026, 16:15.

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