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cs.LG2025
Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction
Thanathai Lertpetchpun, Tiantian Feng, Dani Byrd +1
Speech emotion recognition (SER) in naturalistic conditions presents a significant challenge for the speech processing community. Challenges include disagreement in labeling among…
cs.LG2024
Examining Test-Time Adaptation for Personalized Child Speech Recognition
Zhonghao Shi, Xuan Shi, Anfeng Xu +4
Automatic speech recognition (ASR) models often experience performance degradation due to data domain shifts introduced at test time, a challenge that is further amplified for chil…