Agentic Data Sampling Framework for Multilingual ASR via Linguistic-Aware Error-Driven Optimization
arXiv:2610.36538v1 Announce Type: new Abstract: Multilingual automatic speech recognition (ASR) has achieved rapid progress with large-scale pretrained models and multilingual speech corpora. Previous studies have proved the pivotal role of data sampling in multilingual ASR performance. However, ex…
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- 2026-10-28 04:00 · arXiv cs.CL
Agentic Data Sampling Framework for Multilingual ASR via Linguistic-Aware Error-Driven Optimization