AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition

Fabien Ringeval; Roddy Cowie; Shahin Amiriparian; Adrien Michaud; Björn Schuller; Heysem Kaya; Nicholas Cummins; Elvan Çiftçi; Michel Valstar; Maximilian Schmitt; Denis Lalanne; Hüseyin Güleç; Albert Ali Salah; Maja Pantic

doi:10.1145/3266302.3266316

AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition

Fabien Ringeval, Roddy Cowie, Shahin Amiriparian, Adrien Michaud, Björn Schuller, Heysem Kaya, Nicholas Cummins, Elvan Çiftçi, Michel Valstar, Maximilian Schmitt, Denis Lalanne, Hüseyin Güleç, Albert Ali Salah, Maja Pantic

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Abstract

The Audio/Visual Emotion Challenge and Workshop (AVEC 2018) “Bipolar disorder, and cross-cultural affect recognition” is the eighth competition event aimed at the comparison of multimedia processing and machine learning methods for automatic audiovisual health and emotion analysis, with all participants competing strictly under the same conditions. The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the health and emotion recognition communities, as well as the audiovisual processing communities, to compare the relative merits of various approaches to health and emotion recognition from real-life data. This paper presents the major novelties introduced this year, the challenge guidelines, the data used, and the performance of the baseline systems on the three proposed tasks: bipolar disorder classification, cross-cultural dimensional emotion recognition, and emotional label generation from individual ratings, respectively.

Original language	English
Title of host publication	AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018
Publisher	Association for Computing Machinery
Pages	3-13
Number of pages	11
ISBN (Electronic)	9781450359832
DOIs	https://doi.org/10.1145/3266302.3266316
Publication status	Published - 15 Oct 2018
Event	8th Audio-Visual Emotion Challenge and Workshop, AVEC 2018, held in conjunction with the ACM Multimedia, MM 2018 - Seoul, Korea, Republic of Duration: 22 Oct 2018 → …

Conference

Conference	8th Audio-Visual Emotion Challenge and Workshop, AVEC 2018, held in conjunction with the ACM Multimedia, MM 2018
Country/Territory	Korea, Republic of
City	Seoul
Period	22/10/18 → …

Keywords

Affective Computing
Bipolar Disorder
Cross-Cultural Emotion

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10.1145/3266302.3266316

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Ringeval, F., Cowie, R., Amiriparian, S., Michaud, A., Schuller, B., Kaya, H., Cummins, N., Çiftçi, E., Valstar, M., Schmitt, M., Lalanne, D., Güleç, H., Salah, A. A., & Pantic, M. (2018). AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition. In AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018 (pp. 3-13). Association for Computing Machinery . https://doi.org/10.1145/3266302.3266316

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title = "AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition",

abstract = "The Audio/Visual Emotion Challenge and Workshop (AVEC 2018) “Bipolar disorder, and cross-cultural affect recognition” is the eighth competition event aimed at the comparison of multimedia processing and machine learning methods for automatic audiovisual health and emotion analysis, with all participants competing strictly under the same conditions. The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the health and emotion recognition communities, as well as the audiovisual processing communities, to compare the relative merits of various approaches to health and emotion recognition from real-life data. This paper presents the major novelties introduced this year, the challenge guidelines, the data used, and the performance of the baseline systems on the three proposed tasks: bipolar disorder classification, cross-cultural dimensional emotion recognition, and emotional label generation from individual ratings, respectively.",

keywords = "Affective Computing, Bipolar Disorder, Cross-Cultural Emotion",

author = "Fabien Ringeval and Roddy Cowie and Shahin Amiriparian and Adrien Michaud and Bj{\"o}rn Schuller and Heysem Kaya and Nicholas Cummins and Elvan {\c C}ift{\c c}i and Michel Valstar and Maximilian Schmitt and Denis Lalanne and H{\"u}seyin G{\"u}le{\c c} and Salah, {Albert Ali} and Maja Pantic",

year = "2018",

month = oct,

day = "15",

doi = "10.1145/3266302.3266316",

language = "English",

pages = "3--13",

booktitle = "AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018",

publisher = "Association for Computing Machinery ",

address = "United States",

note = "8th Audio-Visual Emotion Challenge and Workshop, AVEC 2018, held in conjunction with the ACM Multimedia, MM 2018 ; Conference date: 22-10-2018",

}

Ringeval, F, Cowie, R, Amiriparian, S, Michaud, A, Schuller, B, Kaya, H, Cummins, N, Çiftçi, E, Valstar, M, Schmitt, M, Lalanne, D, Güleç, H, Salah, AA & Pantic, M 2018, AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition. in AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018. Association for Computing Machinery , pp. 3-13, 8th Audio-Visual Emotion Challenge and Workshop, AVEC 2018, held in conjunction with the ACM Multimedia, MM 2018, Seoul, Korea, Republic of, 22/10/18. https://doi.org/10.1145/3266302.3266316

AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition. / Ringeval, Fabien; Cowie, Roddy; Amiriparian, Shahin et al.
AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018. Association for Computing Machinery , 2018. p. 3-13.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

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T2 - 8th Audio-Visual Emotion Challenge and Workshop, AVEC 2018, held in conjunction with the ACM Multimedia, MM 2018

AU - Ringeval, Fabien

AU - Cowie, Roddy

AU - Amiriparian, Shahin

AU - Michaud, Adrien

AU - Schuller, Björn

AU - Kaya, Heysem

AU - Cummins, Nicholas

AU - Çiftçi, Elvan

AU - Valstar, Michel

AU - Schmitt, Maximilian

AU - Lalanne, Denis

AU - Güleç, Hüseyin

AU - Salah, Albert Ali

AU - Pantic, Maja

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N2 - The Audio/Visual Emotion Challenge and Workshop (AVEC 2018) “Bipolar disorder, and cross-cultural affect recognition” is the eighth competition event aimed at the comparison of multimedia processing and machine learning methods for automatic audiovisual health and emotion analysis, with all participants competing strictly under the same conditions. The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the health and emotion recognition communities, as well as the audiovisual processing communities, to compare the relative merits of various approaches to health and emotion recognition from real-life data. This paper presents the major novelties introduced this year, the challenge guidelines, the data used, and the performance of the baseline systems on the three proposed tasks: bipolar disorder classification, cross-cultural dimensional emotion recognition, and emotional label generation from individual ratings, respectively.

AB - The Audio/Visual Emotion Challenge and Workshop (AVEC 2018) “Bipolar disorder, and cross-cultural affect recognition” is the eighth competition event aimed at the comparison of multimedia processing and machine learning methods for automatic audiovisual health and emotion analysis, with all participants competing strictly under the same conditions. The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the health and emotion recognition communities, as well as the audiovisual processing communities, to compare the relative merits of various approaches to health and emotion recognition from real-life data. This paper presents the major novelties introduced this year, the challenge guidelines, the data used, and the performance of the baseline systems on the three proposed tasks: bipolar disorder classification, cross-cultural dimensional emotion recognition, and emotional label generation from individual ratings, respectively.

KW - Affective Computing

KW - Bipolar Disorder

KW - Cross-Cultural Emotion

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DO - 10.1145/3266302.3266316

M3 - Conference contribution

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SP - 3

EP - 13

BT - AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018

PB - Association for Computing Machinery

Y2 - 22 October 2018

ER -

AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition

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Keywords

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