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TutorialsAWS Machine Learning Blog· Yadan Wei·· 18 days ago

Build a real-time voice app with vLLM-Omni on SageMaker AI (Part 1)

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

Who
Amazon Web Services
When

What happened

An AWS tutorial shows how to deploy Qwen3-TTS on Amazon SageMaker AI using the vLLM-Omni DLC. A bidirectional SageMaker streaming connection sends text in and streams 24 kHz PCM audio chunks out, with a Gradio app for testing.

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