Content Gazette - December 2021 - 24

Contents
Volume 38 | Number 6 | November 2021
SPECIAL SECTION
INTELLIGENT SIGNAL PROCESSING
FOR AFFECTIVE COMPUTING
9 FROM THE GUEST EDITORS
Björn W. Schuller, Rosalind Picard,
Elisabeth André, Jonathan Gratch,
and Jianhua Tao
12 ON THE EVOLUTION OF SPEECH
REPRESENTATIONS FOR
AFFECTIVE COMPUTING
Sina Alisamir and Fabien Ringeval
22 DEEP REPRESENTATION LEARNING
FOR AFFECTIVE SPEECH SIGNAL
ANALYSIS AND PROCESSING
Chi-Chun Lee, Kusha Sridhar,
Jeng-Lin Li, Wei-Cheng Lin,
Bo-Hao Su, and Carlos Busso
39 THE HITCHHIKER'S GUIDE TO
BIAS AND FAIRNESS IN FACIAL
AFFECTIVE SIGNAL PROCESSING
Jiaee Cheong, Sinan Kalkan, and
Hatice Gunes
84 INTEGRATING PSYCHOMETRICS
AND COMPUTING PERSPECTIVES
ON BIAS AND FAIRNESS IN
AFFECTIVE COMPUTING
Brandon M. Booth, Louis Hickman,
Shree Krishna Subburaj,
Louis Tay, Sang Eun Woo,
and Sidney K. D'Mello
96 DEEP LEARNING FOR MOBILE
MENTAL HEALTH
Jing Han, Zixing Zhang,
Cecilia Mascolo, Elisabeth André,
Jianhua Tao, Ziping Zhao, and
Björn W. Schuller
106 MUSIC EMOTION RECOGNITION
Juan Sebastián Gómez-Cañón,
Estefanía Cano, Tuomas Eerola,
Perfecto Herrera, Xiao Hu,
Yi-Hsuan Yang, and Emilia Gómez
ON THE COVER
In this special issue of IEEE Signal Processing Magazine,
we survey recent advances in affective computing with a
focus on intelligent signal processing. The nine articles
cover key topics including speech, music, facial, and general
multimodal affective state recognition from individuals
or groups, bias and fairness issues, as well as the application
in mobile health.
COVER IMAGE: AI IMAGES: ©SHUTTERSTOCK.COM/ASLYSUN,
BACKGROUND IMAGE LICENSED BY INGRAM PUBLISHING
FEATURE
115 AUDIO-BASED MUSICAL
VERSION IDENTIFICATION
Furkan Yesiler, Guillaume Doras,
Rachel M. Bittner, Christopher J.
Tralie, and Joan Serrà
50 FACIAL-VIDEO-BASED
PHYSIOLOGICAL SIGNAL
MEASUREMENT
Zitong Yu, Xiaobai Li,
and Guoying Zhao
15 m
59 EMOTION RECOGNITION FROM
MULTIPLE MODALITIES
Sicheng Zhao, Guoli Jia,
Jufeng Yang, Guiguang Ding,
and Kurt Keutzer
PG. 6
74 AFFECTS IN GROUPS
Ronald Böck
20 m
13.2
31.4
51.9
Passive RIS
Specular Reflection
Active RIS
11.8
30.8
50.7
10.4
30.1
49.4
5 m
PG. 146
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Digital Object Identifier 10.1109/MSP.2021.3096151
www.signalprocessingsociety.org [24] DECEMBER 2021
IEEE SIGNAL PROCESSING MAGAZINE | November 2021 |
IEEE SIGNAL PROCESSING MAGAZINE | May 2021 |
1
9 5 m
29.3
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y
RIS
21.3
34.2
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17.4
33.1
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14.2
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31.9
52.9
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30.9
50.9
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x
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Content Gazette - December 2021

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