A new dataset and XGBoost model predict sentiment in German Sign Language fairy tale videos from motion features at 0.631 balanced accuracy, showing body movements contribute equally to facial ones.
Using Deep Learning Models for Multimodal Sen- tence Level Sentiment Analysis of Sign Lan- guage.Forum for Linguistic Studies, April 2025
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Sentiment Analysis of German Sign Language Fairy Tales
A new dataset and XGBoost model predict sentiment in German Sign Language fairy tale videos from motion features at 0.631 balanced accuracy, showing body movements contribute equally to facial ones.