skip to main content
research-article

Speaking from Experience: Trans/Non-Binary Requirements for Voice-Activated AI

Published: 22 April 2021 Publication History

Abstract

Voice-Activated Artificial Intelligence (VAI) is increasingly ubiquitous, whether appearing as context-specific conversational assistants or more personalised and generalised personal assistants such as Alexa or Siri. CSCW and other fields have regularly studied the (positive and negative) social consequences of VAI design and deployment. One particular focus has been questions of gender, and the implications that the (often-feminine) gendering of VAIs has for societal norms and user experiences. Studies into this have largely elided transgender (trans) existences; the few exceptions to this operate largely from an external and predetermined idea of trans and/or non-binary user needs, centered on representation. In this study, we undertook a series of qualitative interviews with trans and/or non-binary users of VAIs to explore their experiences and needs. Our results show that these needs are far more than simply improvements to representation, and that users raise substantial concerns around the underlying framing of gender by even well-intentioned developers, the privacy and safety implications of ubiquitous VAI, and the motivations of the vast for-profit companies that deploy much of this technology. We provide both immediate recommendations for designers and researchers seeking to create trans-inclusive VAIs, and wider, critical proposals for how we as researchers go about assessing technological systems and appropriate points of intervention.

Supplementary Material

ZIP File (v5cscw132aux.zip)

References

[1]
Sofia Aboim. 2020. Fragmented Recognition: Gender Identity between Moral and Legal Spheres. Social Politics: International Studies in Gender, State & Society (2020).
[2]
Alex A Ahmed. 2018. Trans Competent Interaction Design: A Qualitative Study on Voice, Identity, and Technology. Interacting with Computers 30, 1 (2018), 53--71.
[3]
Alex A Ahmed. 2019. Bridging Social Critique and Design: Building a Health Informatics Tool for Transgender Voice. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. 1--4.
[4]
James F Allen, Donna K Byron, Myroslava Dzikovska, George Ferguson, Lucian Galescu, and Amanda Stent. 2001. Toward conversational human-computer interaction. AI magazine 22, 4 (2001), 27--27.
[5]
Meryl Alper. 2017. Talking Like a "Princess": What Speaking Machines Say About Human Biases. The New Inquiry (2017).
[6]
H Russell Bernard, Amber Wutich, and Gery W Ryan. 2016. Analyzing qualitative data: Systematic approaches. SAGE publications.
[7]
Geoffrey C Bowker and Susan Leigh Star. 2000. Sorting things out: Classification and its consequences. MIT press.
[8]
Danah Michele Boyd. 2008. Taken out of context: American teen sociality in networked publics. Ph.D. Dissertation. University of California, Berkeley.
[9]
Michael Braun, Anja Mainz, Ronee Chadowitz, Bastian Pfleging, and Florian Alt. 2019. At your service: Designing voice assistant personalities to improve automotive user interfaces. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1--11.
[10]
Samantha Breslin and Bimlesh Wadhwa. 2014. Exploring nuanced gender perspectives within the HCI community. In Proceedings of the india hci 2014 conference on human computer interaction. 45--54.
[11]
Julia Cambre and Chinmay Kulkarni. 2019. One Voice Fits All? Social Implications and Research Challenges of Designing Voices for Smart Devices. Proceedings of the ACM on Human-Computer Interaction 3, CSCW (2019), 1--19.
[12]
Julie Carpenter. 2019. Why project Q is more than the world's first nonbinary voice for technology. interactions 26, 6 (2019), 56--59.
[13]
Kathy Charmaz. 2014. Constructing grounded theory. sage.
[14]
Leigh Clark, Nadia Pantidi, Orla Cooney, Philip Doyle, Diego Garaialde, Justin Edwards, Brendan Spillane, Emer Gilmartin, Christine Murad, Cosmin Munteanu, et al. 2019. What makes a good conversation? challenges in designing truly conversational agents. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1--12.
[15]
Cynthia Cockburn. 1992. The circuit of technology: gender, identity and power. Consuming technologies: Media and information in domestic spaces (1992), 33--42.
[16]
Robert Dale, Hermann Moisl, and Harold Somers. 2000. Handbook of natural language processing. CRC Press.
[17]
Helana Darwin. 2020. Challenging the Cisgender/Transgender Binary: Nonbinary People and the Transgender Label. Gender & Society (2020), 0891243220912256.
[18]
Emmanuel David. 2017. Capital T: Trans visibility, corporate capitalism, and commodity culture. Transgender Studies Quarterly 4 (2017), 28--44. Issue 1.
[19]
Dylan Amy Davis. 2017. The normativity of recognition: Non-binary gender markers in Australian law and policy. Gender panic, gender policy 24 (2017), 227--250.
[20]
Paul Dourish. 2003. The appropriation of interactive technologies: Some lessons from placeless documents. Computer Supported Cooperative Work (CSCW) 12, 4 (2003), 465--490.
[21]
Carl Benedikt Frey and Michael A Osborne. 2017. The future of employment: How susceptible are jobs to computerisation? Technological forecasting and social change 114 (2017), 254--280.
[22]
Sarah Gold. 2019. Designing Permissions Worth Trusting. https://www.projectsbyif.com/blog/how-do-you-designpermissions- worth-trusting/
[23]
Tim Guetterman. 2015. Descriptions of sampling practices within five approaches to qualitative research in education and the health sciences. (2015).
[24]
Oliver L. Haimson, Dykee Gorrell, Denny L. Starks, and Zu Weinger. 2020. Designing Trans Technology: Defining Challenges and Envisioning Community-Centered Solutions. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20). Association for Computing Machinery, New York, NY, USA, 1--13. https: //doi.org/10.1145/3313831.3376669
[25]
Christopher B. Devichand M. Tunstall-Pedoe W. Higham E. Hamed, H. and V Tieser. 2019. Smart Speakers and Voice Assistants. https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/831180/ Snapshot_Paper_-_Smart_Speakers_and_Voice_Assistants.pdf
[26]
Charles Hannon. 2016. Gender and status in voice user interfaces. interactions 23, 3 (2016), 34--37.
[27]
INCITE! Women, Gender Non-Conforming, and Trans people of Color Against Violence. 2007. The revolution will not be funded: Beyond the non-profit industrial complex. South End Press.
[28]
Gopinaath Kannabiran. 2017. " Embodied Wellbeing": A Re-Imagination of Sustainability and Desire in HCI. Ph.D. Dissertation. Indiana University.
[29]
Os Keyes. 2018. The misgendering machines: Trans/HCI implications of automatic gender recognition. Proceedings of the ACM on Human-Computer Interaction 2, CSCW (2018), 1--22.
[30]
Os Keyes. 2019. Counting the Countless: Why data science is a profound threat for queer people. Real Life 2 (2019).
[31]
Os Keyes, Josephine Hoy, and Margaret Drouhard. 2019. Human-Computer Insurrection: Notes on an Anarchist HCI. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1--13.
[32]
Chandra Khatri, Anu Venkatesh, Behnam Hedayatnia, Raefer Gabriel, Ashwin Ram, and Rohit Prasad. 2018. Alexa Prize-State of the Art in Conversational AI. AI Magazine 39, 3 (2018), 40--55.
[33]
Danya Lagos. 2019. Hearing Gender: Voice-Based Gender Classification Processes and Transgender Health Inequality. American Sociological Review 84, 5 (2019), 801--827.
[34]
Brian N Larson. 2017. Gender as a Variable in Natural-Language Processing: Ethical Considerations. EACL 2017 (2017), 1.
[35]
Ada Lerner, Helen Yuxun He, Anna Kawakami, Silvia Catherine Zeamer, and Roberto Hoyle. 2020. Privacy and Activism in the Transgender Community. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1--13.
[36]
Q Vera Liao, Yi-Chia Wang, Timothy Bickmore, Pascale Fung, Jonathan Grudin, Zhou Yu, and Michelle Zhou. 2019. Human-Agent Communication: Connecting Research and Development in HCI and AI. In Conference Companion Publication of the 2019 on Computer Supported Cooperative Work and Social Computing. 122--126.
[37]
Ida Linander, Isabel Goicolea, Erika Alm, Anne Hammarström, and Lisa Harryson. 2019. (Un) safe spaces, affective labour and perceived health among people with trans experiences living in Sweden. Culture, health & sexuality 21, 8 (2019), 914--928.
[38]
Irene Lopatovska, Katrina Rink, Ian Knight, Kieran Raines, Kevin Cosenza, Harriet Williams, Perachya Sorsche, David Hirsch, Qi Li, and Adrianna Martinez. 2019. Talk to me: Exploring user interactions with the Amazon Alexa. Journal of Librarianship and Information Science 51, 4 (2019), 984--997.
[39]
Rickke Mananzala and Dean Spade. 2008. The nonprofit industrial complex and trans resistance. Sexuality Research & Social Policy 5, 1 (2008), 53.
[40]
Patchen Markell. 2009. Bound by recognition. Princeton University Press.
[41]
Moira McGregor and John C Tang. 2017. More to meetings: challenges in using speech-based technology to support meetings. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. 2208--2220.
[42]
Donald McMillan, Barry Brown, Ikkaku Kawaguchi, Razan Jaber, Jordi Solsona Belenguer, and Hideaki Kuzuoka. 2019. Designing with Gaze: Tama--a Gaze Activated Smart-Speaker. Proceedings of the ACM on Human-Computer Interaction 3, CSCW (2019), 1--26.
[43]
Andrew McStay. 2018. Emotional AI: The rise of empathic media. Sage.
[44]
D. Mehta and A-K. Hamke. [n.d.]. In-depth: Artificial Intelligence 2019. https://www.statista.com/study/50485/artificialintelligence/
[45]
Oussama Metatla, Alison Oldfield, Taimur Ahmed, Antonis Vafeas, and Sunny Miglani. 2019. Voice user interfaces in schools: Co-designing for inclusion with visually-impaired and sighted pupils. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1--15.
[46]
Matthew B Miles, A Michael Huberman, and Johnny Saldana. 2014. Qualitative Data Analysis: A Methods Sourcebook. SAGE Publications Ltd (CA) (2014).
[47]
J. Moar. [n.d.]. Digital Assistants of Tomorrow. https://www.juniperresearch.com/document-library/white-papers/heysiri- how-will-you-make-money
[48]
Clifford Ivar Nass and Scott Brave. 2005. Wired for speech: How voice activates and advances the human-computer relationship. MIT press Cambridge, MA.
[49]
Helen Nissenbaum. 2004. Privacy as contextual integrity. Wash. L. Rev. 79 (2004), 119.
[50]
Larry Nuttbrock, Walter Bockting, Andrew Rosenblum, Sel Hwahng, Mona Mason, Monica Macri, and Jeffrey Becker. 2014. Gender abuse and major depression among transgender women: a prospective study of vulnerability and resilience. American Journal of Public Health 104, 11 (2014), 2191--2198.
[51]
Christi Olson and Kelli Kemery. 2019. Voice Report. https://advertiseonbing-blob.azureedge.net/blob/bingads/media/ insight/whitepapers/2019/04%20apr/voice-report/bingads_2019_voicereport.pdf
[52]
Lawrence A Palinkas, Sarah M Horwitz, Carla A Green, Jennifer P Wisdom, Naihua Duan, and Kimberly Hoagwood. 2015. Purposeful sampling for qualitative data collection and analysis in mixed method implementation research. Administration and policy in mental health and mental health services research 42, 5 (2015), 533--544.
[53]
Michael Quinn Patton. 2002. Qualitative evaluation and research methods. SAGE Publications, inc.
[54]
Martin Porcheron, Joel E Fischer, Moira McGregor, Barry Brown, Ewa Luger, Heloisa Candello, and Kenton O'Hara. 2017. Talking with conversational agents in collaborative action. In companion of the 2017 ACM conference on computer supported cooperative work and social computing. 431--436.
[55]
Martin Porcheron, Joel E Fischer, and Sarah Sharples. 2017. "Do Animals Have Accents?" Talking with Agents in Multi-Party Conversation. In Proceedings of the 2017 ACM conference on computer supported cooperative work and social computing. 207--219.
[56]
Alisha Pradhan, Leah Findlater, and Amanda Lazar. 2019. "Phantom Friend" or" Just a Box with Information" Personification and Ontological Categorization of Smart Speaker-based Voice Assistants by Older Adults. Proceedings of the ACM on Human-Computer Interaction 3, CSCW (2019), 1--21.
[57]
Jennifer A Rode. 2011. A theoretical agenda for feminist HCI. Interacting with Computers 23, 5 (2011), 393--400.
[58]
Morgan Klaus Scheuerman, Stacy M Branham, and Foad Hamidi. 2018. Safe spaces and safe places: Unpacking technology-mediated experiences of safety and harm with transgender people. Proceedings of the ACM on Human- Computer Interaction 2, CSCW (2018), 1--27.
[59]
Zoe Schiffer. 2020. This girls-only app uses AI to screen a user's gender - what could go wrong? https://www.theverge. com/2020/2/7/21128236/gender-app-giggle-women-ai-screen-trans-social
[60]
Kristen Schilt and Laurel Westbrook. 2009. Doing Gender, Doing Heteronormativity: "Gender Normals," Transgender People, and the Social Maintenance of Heterosexuality. Gender & society 23, 4 (2009), 440--464.
[61]
Brian Schram. 2019. Accidental Orientations: Rethinking Queerness in Archival Times. Surveillance & Society 17, 5 (2019), 602--617.
[62]
Eve Shapiro. 2015. Gender circuits: Bodies and identities in a technological age. Routledge.
[63]
Dean Spade. 2015. Normal life: Administrative violence, critical trans politics, and the limits of law. Duke University Press.
[64]
Susan Leigh Star and Geoffrey C Bowker. 2007. Enacting silence: Residual categories as a challenge for ethics, information systems, and communication. Ethics and Information Technology 9, 4 (2007), 273--280.
[65]
Denny L Starks, Tawanna Dillahunt, and Oliver L Haimson. 2019. Designing Technology to Support Safety for Transgender Women & Non-Binary People of Color. In Companion Publication of the 2019 on Designing Interactive Systems Conference 2019 Companion. 289--294.
[66]
Anselm Strauss and Juliet Corbin. 1990. Basics of qualitative research. Sage publications.
[67]
Maurice E Stucke and Ariel Ezrachi. 2017. How digital assistants can harm our economy, privacy, and democracy. Berkeley Tech. LJ 32 (2017), 1239.
[68]
Siva Vaidhyanathan. 2011. The googlization of us: Universal surveillance and infrastructural imperialism. Vol. 82. 82--114.
[69]
Evan Vipond. 2015. Resisting Transnormativity: challenging the medicalization and regulation of trans bodies. Theory in Action 8, 2 (2015).
[70]
MichaelWesch. 2009. Youtube and you: Experiences of self-awareness in the context collapse of the recording webcam. explorations in media ecology 8, 2 (2009), 19--34.
[71]
Mark West, Rebecca Kraut, and Han Ei Chew. 2019. I'd blush if I could: closing gender divides in digital skills through education. (2019).
[72]
Carla Willig. 2013. Introducing qualitative research in psychology. McGraw-hill education (UK).
[73]
Heather Suzanne Woods. 2018. Asking more of Siri and Alexa: feminine persona in service of surveillance capitalism. Critical Studies in Media Communication 35, 4 (2018), 334--349.
[74]
Meredith GF Worthen. 2016. Hetero-cis--normativity and the gendering of transphobia. International Journal of Transgenderism 17, 1 (2016), 31--57.

Cited By

View all

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 5, Issue CSCW1
CSCW
April 2021
5016 pages
EISSN:2573-0142
DOI:10.1145/3460939
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: 22 April 2021
Published in PACMHCI Volume 5, Issue CSCW1

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. artificial intelligence
  2. conversational agents
  3. gender
  4. non-binary
  5. transgender
  6. virtual personal assistants

Qualifiers

  • Research-article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)207
  • Downloads (Last 6 weeks)26
Reflects downloads up to 09 Jan 2025

Other Metrics

Citations

Cited By

View all

View Options

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