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Hugging Face and Cerebras built a real-time speech-to-speech pipeline using Gemma 4 31B on Cerebras hardware. The stack includes Nvidia's Parakeet for speech recognition and Alibaba's Qwen3TTS for text-to-speech. Cerebras inference reduces language-model response delays, enabling more natural conversational flow.
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