2 papers
cs.AI2026
Data Scale, Not Latency, Shapes Cross-Lingual Encoder Transfer in Streaming ASR
Nenad Banfic
Adapting a streaming speech recognition model to a new language requires choosing between two plausible warm starts: a multilingual (ML) encoder or an English-only (EN) encoder. Th…
cs.AI2026
Pushing the Limits of On-Device Streaming ASR: A Compact, High-Accuracy English Model for Low-Latency Inference
Nenad Banfic, David Fan, Kunal Vaishnavi +5
Deploying high-quality automatic speech recognition (ASR) on edge devices requires models that jointly optimize accuracy, latency, and memory footprint while operating entirely on…