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Can AI Detect Your Emotions?

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There’s been a lot of hype about AI-based emotion recognition. How much is reality?

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Sources:

“AI Emotion-Detection Software Tested on Uyghurs.” BBC News, May 25, 2021, sec. Technology. https://www.bbc.com/news/technology-57101248.
“An Insurance Startup Bragged It Uses AI to Detect Fraud. It Didn’t Go Well.” Accessed May 31, 2021. https://www.vice.com/en/article/z3x47y/an-insurance-startup-bragged-it-uses-ai-to-detect-fraud-it-didnt-go-well.
Barrett, Lisa Feldman, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, and Seth D. Pollak. “Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements.” Psychological Science in the Public Interest 20, no. 1 (July 2019): 1–68. https://doi.org/10.1177/1529100619832930.
Crawford, Kate. “Time to Regulate AI That Interprets Human Emotions.” Nature 592, no. 7853 (April 6, 2021): 167–167. https://doi.org/10.1038/d41586-021-00868-5.
Crawford, Kate, Roel Dobbe, Theodora Dryer, Genevieve Fried, Ben Green, Elizabeth Kaziunas, Amba Kak, Varoon Mathur, Erin McElroy, Andrea Nill Sánchez, Deborah Raji, Joy Lisi Rankin, Rashida Richardson, Jason Schultz, Sarah Myers West, and Meredith Whittaker. AI Now 2019 Report. New York: AI Now Institute, 2019, https://ainowinstitute.org/AI_Now_2019_Report.html.
Crawford, Story by Kate. “Artificial Intelligence Is Misreading Human Emotion.” The Atlantic. Accessed May 31, 2021. https://www.theatlantic.com/technology/archive/2021/04/artificial-intelligence-misreading-human-emotion/618696/.
“Emojify.” Accessed May 31, 2021. https://emojify.info/.
Poria, Soujanya, Navonil Majumder, Rada Mihalcea, and Eduard Hovy. “Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances.” IEEE Access 7 (2019): 100943–53. https://doi.org/10.1109/ACCESS.2019.2929050.
Rhue, Lauren. “Racial Influence on Automated Perceptions of Emotions.” SSRN Scholarly Paper. Rochester, NY: Social Science Research Network, November 9, 2018. https://doi.org/10.2139/ssrn.3281765.
Zhao, Mingmin, Fadel Adib, and Dina Katabi. “Emotion Recognition Using Wireless Signals.” In Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 95–108. MobiCom ’16. New York, NY, USA: Association for Computing Machinery, 2016. https://doi.org/10.1145/2973750.2973762.