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cs.SD2024★ 34 cited
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
Siyuan Shen, Yu Gao, Feng Liu +2
The mainstream paradigm of speech emotion recognition (SER) is identifying the single emotion label of the entire utterance. This line of works neglect the emotion dynamics at fine…
cs.SD2023
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations
Siyuan Shen, Feng Liu, Aimin Zhou
Fueled by recent advances of self-supervised models, pre-trained speech representations proved effective for the downstream speech emotion recognition (SER) task. Most prior works…