The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests
Schuller BW, Batliner A, Amiriparian S, Barnhill A, Gerczuk M, Triantafyllopoulos A, Baird AE, Tzirakis P, Gagne C, Cowen AS, Lackovic N, Caraty MJ, Montacié C (2023)
Publication Type: Conference contribution
Publication year: 2023
Publisher: Association for Computing Machinery, Inc
Pages Range: 9635-9639
Conference Proceedings Title: MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia
Event location: Ottawa, ON, CAN
ISBN: 9798400701085
Abstract
The ACM Multimedia 2023 Computational Paralinguistics Challenge addresses two different problems for the first time in a research competition under well-defined conditions: In the Emotion Share Sub-Challenge, a regression on speech has to be made; and in the Requests Sub-Challenges, requests and complaints need to be detected. We describe the Sub-Challenges, baseline feature extraction, and classifiers based on the 'usual' ComPaRE features, the auDeep toolkit, and deep feature extraction from pre-trained CNNs using the DeepSpectRum toolkit; in addition, wav2vec2 models are used.
Authors with CRIS profile
Involved external institutions
Imperial College London / The Imperial College of Science, Technology and Medicine
United Kingdom (GB)
Cardiovascular Research Foundation
United States (USA) (US)
Universität Augsburg
Germany (DE)
Sorbonne Université
France (FR)
Malakoff Humanis
France (FR)
United Kingdom (GB)
Cardiovascular Research Foundation
United States (USA) (US)
Universität Augsburg
Germany (DE)
Sorbonne Université
France (FR)
Malakoff Humanis
France (FR)
How to cite
APA:
Schuller, B.W., Batliner, A., Amiriparian, S., Barnhill, A., Gerczuk, M., Triantafyllopoulos, A.,... Montacié, C. (2023). The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. In MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia (pp. 9635-9639). Ottawa, ON, CAN, CA: Association for Computing Machinery, Inc.
MLA:
Schuller, Björn W., et al. "The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests." Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, CAN Association for Computing Machinery, Inc, 2023. 9635-9639.
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