论文标题

ACII情感声音爆发研讨会和竞争2022(A-VB)的会议论文集:了解情绪表达的严格研究方式

Proceedings of the ACII Affective Vocal Bursts Workshop and Competition 2022 (A-VB): Understanding a critically understudied modality of emotional expression

论文作者

Baird, Alice, Tzirakis, Panagiotis, Brooks, Jeffrey A., Gregory, Christopher B., Schuller, Björn, Batliner, Anton, Keltner, Dacher, Cowen, Alan

论文摘要

这是ACII情感声音爆发研讨会和竞争(A-VB)的会议记录。 A-VB是一项基于研讨会的挑战,它引入了人声爆发中情感表达的问题 - 多种非语言发声,包括笑声,咕unt声,喘息等。情感状态既通知精神和身体健康,A-VB研讨会的核心重点是对当前的情感计算策略进行更广泛的讨论,以建模声音情感表达。在A-VB挑战的第一次迭代中,向参与者提供了四个以情感为中心的子挑战,这些子挑战利用了大规模和“野外” Hume-VB数据集。数据集和四个子挑战者引起了人们对情感科学的新创新的关注,因为它与声音表达有关,探讨了情绪表达,文化变化和“呼唤类型”(笑,哭泣,叹气等)的低维理论和高维理论。

This is the Proceedings of the ACII Affective Vocal Bursts Workshop and Competition (A-VB). A-VB was a workshop-based challenge that introduces the problem of understanding emotional expression in vocal bursts -- a wide range of non-verbal vocalizations that includes laughs, grunts, gasps, and much more. With affective states informing both mental and physical wellbeing, the core focus of the A-VB workshop was the broader discussion of current strategies in affective computing for modeling vocal emotional expression. Within this first iteration of the A-VB challenge, the participants were presented with four emotion-focused sub-challenges that utilize the large-scale and `in-the-wild' Hume-VB dataset. The dataset and the four sub-challenges draw attention to new innovations in emotion science as it pertains to vocal expression, addressing low- and high-dimensional theories of emotional expression, cultural variation, and `call types' (laugh, cry, sigh, etc.).

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