Publications
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AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies. Proceedings of the International Conference on Pattern Recognition (ICPR2020).
2010.11188.pdf (7.07 MB)
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2021. 
HEAR 2021: Holistic Evaluation of Audio Representations. Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track.
2203.03022.pdf (406.58 KB)
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2022. 
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies. The 2nd International Workshop on Computer Vision for Physiological Measurement as part of ICCV. Seoul, South Korea. 2019.
1909.06957.pdf (836.3 KB)
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2019. 
AttendAffectNet – Emotion Prediction of Movie Viewers Using Multimodal Fusion with Self-attention. Sensors. Special issue on Intelligent Sensors: Sensor Based Multi-Modal Emotion Recognition.
sensors-21-08356.pdf (1.03 MB)
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2021. 
EmoMV: Affective Music-Video Correspondence Learning Datasets for Classification and Retrieval. Preprint SSRN.
SSRN-id4189323.pdf (2.01 MB)
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2022. 
Machine Learning Research that Matters for Music Creation: A Case Study. Journal of New Music Research. 48(1):36-55.
concert_paper_preprint.pdf (1.6 MB)
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2019. 
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2020.