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eess.AS2026
ImKWS: Test-Time Adaptation for Keyword Spotting with Class Imbalance
Hanyu Ding, Yang Xiao, Jiaheng Dong +1
Keyword spotting (KWS) identifies words for voice assistants, but environmental noise frequently reduces accuracy. Standard adaptation fixes this issue and strictly requires origin…
eess.AS2026
Test-Time Adaptation for Speech Emotion Recognition
Jiaheng Dong, Hong Jia, Ting Dang
The practical utility of Speech Emotion Recognition (SER) systems is undermined by their fragility to domain shifts, such as speaker variability, the distinction between acted and…