AVEC 2016:抑郁,情绪和情绪识别研讨会和挑战

M. Valstar, J. Gratch, Björn Schuller, F. Ringeval, D. Lalanne, M. Torres, Stefan Scherer, Giota Stratou, R. Cowie, M. Pantic
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引用次数: 522

摘要

视听情感挑战及工作坊(AVEC 2016)“抑郁,情绪和情绪”将是第六次比赛,旨在比较多媒体处理和机器学习方法,用于自动音频,视觉和生理抑郁和情绪分析,所有参与者在严格相同的条件下比赛。挑战赛的目标是为多模态信息处理提供一个通用的基准测试集,并将抑郁症和情绪识别社区以及音频,视频和生理处理社区聚集在一起,在定义明确且严格可比的条件下,比较各种方法在抑郁症和情绪识别方面的相对优点,并确定方法融合的可能性和有益程度。本文介绍了挑战指南、使用的常用数据以及基线系统在这两个任务上的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge
The Audio/Visual Emotion Challenge and Workshop (AVEC 2016) "Depression, Mood and Emotion" will be the sixth competition event aimed at comparison of multimedia processing and machine learning methods for automatic audio, visual and physiological depression and emotion analysis, with all participants competing under strictly the same conditions. The goal of the Challenge is to provide a common benchmark test set for multi-modal information processing and to bring together the depression and emotion recognition communities, as well as the audio, video and physiological processing communities, to compare the relative merits of the various approaches to depression and emotion recognition under well-defined and strictly comparable conditions and establish to what extent fusion of the approaches is possible and beneficial. This paper presents the challenge guidelines, the common data used, and the performance of the baseline system on the two tasks.
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