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Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts. (arXiv:2207.06958v2 [cs.SD] UPDATED)
Aug. 17, 2022, 1:11 a.m. | Alice Baird, Panagiotis Tzirakis, Gauthier Gidel, Marco Jiralerspong, Eilif B. Muller, Kory Mathewson, Björn Schuller, Erik Cambria, Dacher Keltn
cs.LG updates on arXiv.org arxiv.org
This is the Proceedings of the ICML Expressive Vocalization (ExVo)
Competition. The ExVo competition focuses on understanding and generating vocal
bursts: laughs, gasps, cries, and other non-verbal vocalizations that are
central to emotional expression and communication. ExVo 2022, included three
competition tracks using a large-scale dataset of 59,201 vocalizations from
1,702 speakers. The first, ExVo-MultiTask, requires participants to train a
multi-task model to recognize expressed emotions and demographic traits from
vocal bursts. The second, ExVo-Generate, requires participants to train a …
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