CHUCKLE defines training sample difficulty for emotion recognition using crowdsourced annotator agreement and alignment, then applies this ordering to improve LSTM and Transformer performance while cutting gradient updates.
Inferring emotion from large-scale internet voice data: A semi- supervised curriculum augmentation based deep learn- ing approach,
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CHUCKLE -- When Humans Teach AI To Learn Emotions The Easy Way
CHUCKLE defines training sample difficulty for emotion recognition using crowdsourced annotator agreement and alignment, then applies this ordering to improve LSTM and Transformer performance while cutting gradient updates.