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

Amazon SageMaker AI now supports real-time voice applications using the vLLM-Omni Deep Learning Container to deploy the Qwen3-TTS model, enabling streamed text-to-speech with low latency. This setup uses bidirectional streaming for interactive audio generation and is demonstrated via a Gradio app.