Hugging Face Blog·· 2026-07-01
Hugging Face and Cerebras bring Gemma 4 to real-time voice AI
Hugging Face and Cerebras bring Gemma 4 to real-time voice AI
AI summary
Hugging Face and Cerebras jointly demonstrated a real-time speech-to-speech pipeline, accelerating Gemma 4 31B inference with Cerebras and combining Nvidia Parakeet speech recognition with Alibaba Qwen3TTS synthesis.
Selection record
Threshold 60Official, first-handFirst 62Second 62
AdmittedSum of both 124 ≥ twice the threshold 120
- Source tier
- Official, first-hand; this tier's threshold is 60
- Pre-filter
- passed：Gemma4语音AI架构与推理演示
- Why it was chosen
- The reusable open-source speech-to-speech architecture and components at each layer help assess how to build real-time voice interaction.
A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.
Source: Hugging Face Blog · huggingface.co