Hacker turns EmbeddingGemma 2 into 288x realtime STT and a fast TTS

kastnerkyle · x · 2026-10-15

Developer TslShahir turned Google's open EmbeddingGemma 2 into an on-device STT model running at 288x realtime on a base M3 MacBook Air (1 hour of audio in 13s), exploiting Gemini Embeddings' shared text-audio space. The follow-up experiment generates speech: EG2 embeddings plan prosody, a small model produces audio representations, and a vocos vocoder reconstructs audio at 79.5x realtime (1000 tokens in 3.8s). Quality trails state of the art, but it's a first iteration; the work went viral on X (238k views) and hit the HN front page.

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