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cs.SD2025
When De-noising Hurts: A Systematic Study of Speech Enhancement Effects on Modern Medical ASR Systems
Sujal Chondhekar, Vasanth Murukuri, Rushabh Vasani +8
Speech enhancement methods are commonly believed to improve the performance of automatic speech recognition (ASR) in noisy environments. However, the effectiveness of these techniq…
cs.CL2025
TokenVerse++: Towards Flexible Multitask Learning with Dynamic Task Activation
Shashi Kumar, Srikanth Madikeri, Esaú Villatoro-Tello +8
Token-based multitasking frameworks like TokenVerse require all training utterances to have labels for all tasks, hindering their ability to leverage partially annotated datasets a…