#speech

• 24 Jul 2026 · Study

  Generative AI · Text-to-speech

  Text-to-speech with a small end-to-end model (Meta's MMS-TTS English, a VITS model): text to waveform in one network, plus a look at the generated audio's waveform and spectrogram.

• 23 Sept 2025 · Paper summary

  Paper summary: Qwen3-Omni Technical Report

  Qwen3-Omni is a single model across text, image, audio and video that's reported to match same-sized single-modal Qwen models, with a Thinker–Talker MoE design and 234 ms theoretical first-packet speech latency.

• 27 Mar 2025 · Paper summary

  Paper summary: Qwen2.5-Omni Technical Report

  Qwen2.5-Omni takes text, images, audio and video as input and streams back both text and speech, using a Thinker (LLM) and a Talker (speech generator) that share hidden states.