IEEE Technology and Society Magazine - September 2023 - 73
emotion recognition and mitigating the risks associated
with privacy invasion, data misuse, and biases.
Together, we can pave the way for a future where
emotion recognition technologies enhance human
experiences, promote public safety, and respect
individual privacy and dignity.
Acknowledgments
This work was supported in part by the Colombia
Científica-Alianza EFI Research Program under
Code 60185 and Contract FP44842-220-2018 and in
part by The World Bank through the call Scientific
Ecosystems, managed by the Colombian Ministry of
Science, Technology, and Innovation.
References
[1] P. V. Rouast, M. T. P. Adam, and R. Chiong, " Deep
learning for human affect recognition: Insights and
new developments, " IEEE Trans. Affect Comput.,
vol. 12, no. 2, pp. 524-543, 2021, doi: https://doi.
org/10.1109/TAFFC.2018.2890471.
[2] R. A. Calvo and S. D'Mello, " Affect detection: An
interdisciplinary review of models, methods, and
their applications, " IEEE Trans. Affect Comput., vol. 1,
no. 1, pp. 18-37, 2010, doi: https://doi.org/10.1109/TAFFC.2010.1.
[3]
S. Alghowinem et al., " A comparative study of different
classifiers for detecting depression from spontaneous
speech, " in Proc. IEEE Int. Conf. Acoustics, Speech
Signal Process., May 2013, pp. 802-8026, doi:
https://doi.org/10.1109/ICASSP.2013.6639227.
[4] S. Hamsa et al., " Emotion recognition from speech
using wavelet packet transform cochlear filter bank
and random forest classifier, " IEEE Access, vol. 8,
pp. 96994-97006, 2020, doi: https://doi.org/10.1109/
ACCESS.2020.2991811.
[5] R. W. Picard, " Affective computing: Challenges, "
Int. J. Hum.-Comput. Stud., vol. 59, no. 1-2, pp.
55-64, Jul. 2003, doi: https://doi.org/10.1016/S10715819(03)00052-1.
[6]
A. Cavoukian, " Privacy by design [leading edge], "
IEEE Technol. Soc. Mag., vol. 31, no. 4, pp.
18-19, Winter 2012, doi: https://doi.org/10.1109/
MTS.2012.2225459.
[7] M. S. Bartlett et al., " Automatic recognition of facial
actions in spontaneous expressions, " J. Multimedia,
vol. 1, no. 6, pp. 22-35, 2006.
[8] P. Ekman and W. V. Friesen, " Constants across
cultures in the face and emotion, " J Personality Soc.
Psychol., vol. 17, no. 2, p. 124, 1971.
September 2023
[9] C. Busso et al., " Toward effective automatic
recognition systems of emotion in speech, " in Social
Emotions in Nature and Artifact: Emotions in Human
and Human-Computer Interaction, J. Gratch and
S. Marsella, Eds. Oxford, U.K.: Oxford Univ. Press,
2013, pp. 110-127, doi: https://doi.org/10.1093/
acprof:oso/9780195387643.003.0008.
[10] C.-N. Anagnostopoulos, T. Iliou, and I. Giannoukos,
" Features and classifiers for emotion recognition
from speech: A survey from 2000 to 2011, " Artif. Intell.
Rev., vol. 43, pp. 155-177, Feb. 2015, doi: https://doi.
org/10.1007/s10462-012-9368-5.
[11] J. A. Healey and R. W. Picard, " Detecting stress
during real-world driving tasks using physiological
sensors, " IEEE Trans. Intell. Transp. Syst., vol. 6, no. 2,
pp. 156-166, Jun. 2005, doi: https://doi.org/10.1109/
TITS.2005.848368.
[12] I. Zualkernan et al., " Emotion recognition using
mobile phones, " Comput. Elect. Eng., vol. 60, pp.
1-13, May 2017, doi: https://doi.org/10.1016/j.
compeleceng.2017.05.004.
[13] R. Plutchik, Emotion, A Psychoevolutionary
Synthesis. New York, NY, USA: Harper & Row, 1980.
[Online]. Available: https://books.google.com.co/
books?id=G5t9AAAAMAAJ
[14] A. Dhall, R. Goecke, T. Gedeon, and N. Sebe,
" Emotion recognition in the wild, " J. Multimodal User
Interfaces, vol. 10, no. 2, pp. 95-97, 2016, doi: https://
doi.org/10.1007/s12193-016-0213-z.
[15] M. Valstar et al., " AVEC 2016: Depression, mood,
and emotion recognition workshop and challenge, "
in Proc. 6th Int. Workshop Audio/Visual Emotion
Challenge (AVEC), 2016, pp. 3-10. doi: https://doi.
org/10.1145/2988257.2988258.
[16] Z. Zeng et al., " A survey of affect recognition
methods: Audio, visual, and spontaneous
expressions, " IEEE Trans. Pattern Anal. Mach. Intell.,
vol. 31, no. 1, pp. 39-58, Jan. 2009, doi: https://doi.
org/10.1109/TPAMI.2008.52.
[17] M. den Uyl and H. van Kuilenburg, " The FaceReader:
Online facial expression recognition, " in Proc.
Measuring Behavior, 2006, pp. 1-2.
[18] A. D. I. Kramer, J. E. Guillory, and J. T. Hancock,
" Experimental evidence of massive-scale emotional
contagion through social networks, " Proc. Nat. Acad.
Sci. USA, vol. 111, no. 24, pp. 8788-8790, 2014, doi:
https://doi.org/10.1073/PNAS.1320040111.
[19] Ç. Atmaca et al., " An emotion focused approach in
predicting teacher burnout and job satisfaction, "
Teach. Teacher Educ., vol. 90, Apr. 2020,
73
https://doi.org/10.1093/acprof:oso/9780195387643.003.0008
https://doi.org/10.1093/acprof:oso/9780195387643.003.0008
https://doi.org/10.1007/s10462-012-9368-5
https://doi.org/10.1007/s10462-012-9368-5
https://doi.org/10.1109/TITS.2005.848368
https://doi.org/10.1109/TITS.2005.848368
https://doi.org/10.1016/j.compeleceng.2017.05.004
https://doi.org/10.1109/TAFFC.2018.2890471
https://doi.org/10.1016/j.compeleceng.2017.05.004
https://doi.org/10.1109/TAFFC.2018.2890471
https://books.google.com.co/books?id=G5t9AAAAMAAJ
https://books.google.com.co/books?id=G5t9AAAAMAAJ
https://doi.org/10.1109/T-AFFC.2010.1
https://doi.org/10.1109/T-AFFC.2010.1
https://doi.org/10.1007/s12193-016-0213-z
https://doi.org/10.1007/s12193-016-0213-z
https://doi.org/10.1109/ICASSP.2013.6639227
https://doi.org/10.1145/2988257.2988258
https://doi.org/10.1145/2988257.2988258
https://doi.org/10.1109/ACCESS.2020.2991811
https://doi.org/10.1109/ACCESS.2020.2991811
https://doi.org/10.1109/TPAMI.2008.52
https://doi.org/10.1016/S1071-5819(03)00052-1
https://doi.org/10.1109/TPAMI.2008.52
https://doi.org/10.1016/S1071-5819(03)00052-1
https://doi.org/10.1109/MTS.2012.2225459
https://doi.org/10.1109/MTS.2012.2225459
https://doi.org/10.1073/PNAS.1320040111
IEEE Technology and Society Magazine - September 2023
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