Author

Taichi Nishimura

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#natural language process... Preprint Sep 2026

I-Parakeet: Integer-Only Conformer ASR on Mobile NPU

In this paper, we propose I-Parakeet, an integer-only implementation of NVIDIA's Parakeet-CTC (0.6B parameters) that runs on a smartphone NPU without any floating-point operator or CPU fallback. Modern Conformer ASR models are hard to deploy on edge devices because of their size, and quantized models still fall back to...

Taichi Nishimura · 0 citations