AI Setting Up Qwen3-TTS with GPU Acceleration on Ubuntu Server A step-by-step guide to setting up Qwen3-TTS with GPU acceleration on Ubuntu Server. Complete with FastAPI wrapper, voice cloning via x-vector embeddings, and all the troubleshooting tips I wish I had when I started. Stephane Thirion 13 Mar 2026 · 4 min read