AWS Machine Learning

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

28 September 2026 · 1 min read · Summary from AWS Machine Learning

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.