Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
research-article

I See What You're Hearing: Facilitating The Effect of Environment on Perceived Emotion While Teleconferencing

Published: 16 April 2023 Publication History

Abstract

Our perception of emotion is highly contextual. Changes in the environment can affect our narrative framing, and thus augment our emotional perception of interlocutors. User environments are typically heavily suppressed due to the technical limitations of commercial videoconferencing platforms. As a result, there is often a lack of contextual awareness while participating in a video call, and this affects how we perceive the emotions of conversants. We present a videoconferencing module that visualizes the user's aural environment to enhance awareness between interlocutors. The system visualizes environmental sound based on its semantic and acoustic properties. We found that our visualization system was about 50% effective at eliciting emotional perceptions in users that was similar to the response elicited by environmental sound it replaced.The contributed system provides a unique approach to facilitate ambient awareness on an implicit emotional level in situations where multimodal environmental context is suppressed.

References

[1]
S. O. Adalgeirsson and C. Breazeal. 2010. MeBot: A robotic platform for socially embodied telepresence. In 2010 5th ACM/IEEE International Conference on Human-Robot Interaction (HRI). 15--22. https://doi.org/10.1109/HRI.2010.5453272 ISSN: 2167--2148.
[2]
Andrew J Aubrey, David Marshall, Paul L Rosin, Jason Vendeventer, Douglas W Cunningham, and Christian Wallraven. 2013. Cardiff conversation database (ccdb): A database of natural dyadic conversations. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops. 277--282.
[3]
Lisa Feldman Barrett, Batja Mesquita, and Maria Gendron. 2011. Context in emotion perception. Current Directions in Psychological Science 20, 5 (2011), 286--290.
[4]
Tony Bergstrom and Karrie Karahalios. 2007. Conversation Clock: Visualizing audio patterns in co-located groups. In 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07). IEEE, 78--78.
[5]
Paul H Bucci, X Laura Cang, Hailey Mah, Laura Rodgers, and Karon E MacLean. 2019. Real Emotions Don't Stand Still: Toward Ecologically Viable Representation of Affective Interaction. In 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, 1--7.
[6]
Mark Cartwright, Ayanna Seals, Justin Salamon, Alex Williams, Stefanie Mikloska, Duncan MacConnell, Edith Law, Juan P Bello, and Oded Nov. 2017. Seeing sound: Investigating the effects of visualizations and complexity on crowdsourced audio annotations. Proceedings of the ACM on Human-Computer Interaction 1, CSCW (2017), 1--21.
[7]
Yi-Chuan Chen, Pi-Chun Huang, Andy Woods, and Charles Spence. 2016. When ?Bouba" equals "Kiki": Cultural commonalities and cultural differences in sound-shape correspondences. Scientific reports 6, 1 (2016), 1--9.
[8]
Jeremy R Cooperstock. 2010. Multimodal telepresence systems. IEEE Signal Processing Magazine 28, 1 (2010), 77--86.
[9]
Ferdinand De Saussure. 2011. Course in general linguistics. Columbia University Press.
[10]
J Donath. 2000. Visiphone: Connecting domestic spaces with audio. In International Conference on Auditory Display, Atlanta, April 2000.
[11]
Paul Dourish and Sara Bly. 1992. Portholes: Supporting awareness in a distributed work group. In Proceedings of the SIGCHI conference on Human factors in computing systems. 541--547.
[12]
Annette D'Onofrio. 2014. Phonetic detail and dimensionality in sound-shape correspondences: Refining the bouba-kiki paradigm. Language and speech 57, 3 (2014), 367--393.
[13]
Dalia El Badawy, Ivan Dokmanic, and Martin Vetterli. 2017. Acoustic DoA estimation by one unsophisticated sensor. In International Conference on Latent Variable Analysis and Signal Separation. Springer, 89--98.
[14]
Christen Erlingsson and Petra Brysiewicz. 2017. A hands-on guide to doing content analysis. African Journal of Emergency Medicine 7, 3 (2017), 93--99.
[15]
Charles Forceville. 2009. Non-verbal and multimodal metaphor in a cognitivist framework: Agendas for research. In Multimodal metaphor. De Gruyter Mouton, 19--44.
[16]
Raymond W Gibbs Jr. 2011. Evaluating conceptual metaphor theory. Discourse processes 48, 8 (2011), 529--562.
[17]
Aviva I. Goller, Leun J. Otten, and Jamie Ward. 2009. Seeing sounds and hearing colors: An event-related potential study of auditory--visual synesthesia. Journal of Cognitive Neuroscience 21, 10 (10 2009), 1869--1881. https://doi.org/10.1162/jocn.2009.21134 arXiv:https://direct.mit.edu/jocn/article-pdf/21/10/1869/1937500/jocn.2009.21134.pdf
[18]
Katharine H Greenaway, Elise K Kalokerinos, and Lisa A Williams. 2018. Context is everything (in emotion research). Social and Personality Psychology Compass 12, 6 (2018), e12393.
[19]
Chris Greenhalgh and Steven Benford. 1995. MASSIVE: A collaborative virtual environment for teleconferencing. ACM Transactions on Computer-Human Interaction (TOCHI) 2, 3 (1995), 239--261.
[20]
Joshua Hailpern, Karrie Karahalios, and James Halle. 2009. Creating a spoken impact: encouraging vocalization through audio visual feedback in children with ASD. In Proceedings of the SIGCHI conference on human factors in computing systems. 453--462.
[21]
Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, and Kevin Wilson. 2017. CNN architectures for large-scale audio classification. In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 131--135. https://doi.org/10.1109/ICASSP.2017.7952132
[22]
Karrie Karahalios and Tony Bergstrom. 2009. Social mirrors as social signals: Transforming audio into graphics. IEEE computer graphics and applications 29, 5 (2009), 22--32.
[23]
Atsunobu Kimura, Masayuki Ihara, Minoru Kobayashi, Yoshitsugu Manabe, and Kunihiro Chihara. 2007. Visual feedback: its effect on teleconferencing. In International Conference on Human-Computer Interaction. Springer, 591--600.
[24]
Wolfgang Köhler. 1947. Gestalt psychology: an introduction to new concepts in modern psychology. Liveright Pub. Corp.
[25]
George Lakoff and Mark Johnson. 2008. Metaphors we live by. University of Chicago press.
[26]
Jeana L Magyar-Moe. 2009. Therapist's guide to positive psychological interventions. Academic press.
[27]
Tara Matthews, Janette Fong, F Wai-Ling Ho-Ching, and Jennifer Mankoff. 2006. Evaluating non-speech sound visualizations for the deaf. Behaviour & Information Technology 25, 4 (2006), 333--351.
[28]
Hadar Nesher Shoshan and Wilken Wehrt. [n. d.]. Understanding ?Zoom fatigue": A mixed-method approach. Applied Psychology n/a, n/a ([n. d.]). https://doi.org/10.1111/apps.12360 arXiv:https://iaap-journals.onlinelibrary.wiley.com/doi/pdf/10.1111/apps.12360
[29]
Bryan C Pijanowski, Luis J Villanueva-Rivera, Sarah L Dumyahn, Almo Farina, Bernie L Krause, Brian M Napoletano, Stuart H Gage, and Nadia Pieretti. 2011. Soundscape ecology: the science of sound in the landscape. BioScience 61, 3 (2011), 203--216.
[30]
Vilayanur S Ramachandran and Edward M Hubbard. 2001. Synaesthesia--a window into perception, thought and language. Journal of consciousness studies 8, 12 (2001), 3--34.
[31]
Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, and Mary Czerwinski. 2015. BioCrystal: An Ambient tool for emotion and communication. International Journal of Mobile Human Computer Interaction (IJMHCI) 7, 3 (2015), 20--41.
[32]
Abigail Sellen, Bill Buxton, and John Arnott. 1992. Using spatial cues to improve videoconferencing. In Proceedings of the SIGCHI conference on Human factors in computing systems. 651--652.
[33]
Oliver Stefani, Milind Mahale, Achim Pross, and Matthias Bues. 2011. SmartHeliosity: emotional ergonomics through coloured light. In International Conference on Ergonomics and Health Aspects of Work with Computers. Springer, 226--235.
[34]
David Watson, Lee Anna Clark, and Auke Tellegen. 1988. Development and validation of brief measures of positive and negative affect: the PANAS scales. Journal of personality and social psychology 54, 6 (1988), 1063.
[35]
Jacob O Wobbrock, Leah Findlater, Darren Gergle, and James J Higgins. 2011. The aligned rank transform for nonparametric factorial analyses using only anova procedures. In Proceedings of the SIGCHI conference on human factors in computing systems. 143--146.

Index Terms

  1. I See What You're Hearing: Facilitating The Effect of Environment on Perceived Emotion While Teleconferencing

      Recommendations

      Comments

      Information & Contributors

      Information

      Published In

      cover image Proceedings of the ACM on Human-Computer Interaction
      Proceedings of the ACM on Human-Computer Interaction  Volume 7, Issue CSCW1
      CSCW
      April 2023
      3836 pages
      EISSN:2573-0142
      DOI:10.1145/3593053
      Issue’s Table of Contents
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 16 April 2023
      Published in PACMHCI Volume 7, Issue CSCW1

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. context
      2. multimodal
      3. teleconferencing
      4. visualization

      Qualifiers

      • Research-article

      Funding Sources

      • CIRMMT

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • 0
        Total Citations
      • 214
        Total Downloads
      • Downloads (Last 12 months)95
      • Downloads (Last 6 weeks)17
      Reflects downloads up to 01 Nov 2024

      Other Metrics

      Citations

      View Options

      Get Access

      Login options

      Full Access

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media