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cs.SD2026
Enhancing BEST-RQ Pseudo-Label Quality through Online Refinement for Automatic Speech Recognition
Jingjing Xu, Zijian Yang, Mohammad Zeineldeen +3
BEST-RQ is a simple and effective self-supervised training method for speech representation learning that performs well on automatic speech recognition (ASR) tasks. It generates ps…
cs.CL2026
AppTek Call-Center Dialogues: A Multi-Accent Long-Form Benchmark for English ASR
Eugen Beck, Sarah Beranek, Uma Moothiringote +4
Evaluating English ASR systems for conversational AI applications remains difficult, as many publicly available corpora are either pre-segmented into short segments, consist of rea…