{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T12:11:43Z","timestamp":1773490303243,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,3,23]]},"DOI":"10.1145\/3742414.3794737","type":"proceedings-article","created":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T11:03:52Z","timestamp":1773054232000},"page":"126-130","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["\u201cWalk a Mile in My Voice\u201d: Voice Conversion Shapes Trust, Attribution, and Empathy in Human-AI Speech Interactions"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-0554-7265","authenticated-orcid":false,"given":"Shree Harsha","family":"Bokkahalli Satish","sequence":"first","affiliation":[{"name":"KTH Royal Institute of Technology, Stockholm, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7015-4015","authenticated-orcid":false,"given":"Maria","family":"Teleki","sequence":"additional","affiliation":[{"name":"Department of Computer Science & Engineering, Texas A&M University, College Station, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-8990-3941","authenticated-orcid":false,"given":"Christoph","family":"Minixhofer","sequence":"additional","affiliation":[{"name":"University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5495-967X","authenticated-orcid":false,"given":"Ondrej","family":"Klejch","sequence":"additional","affiliation":[{"name":"University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9597-9615","authenticated-orcid":false,"given":"Peter","family":"Bell","sequence":"additional","affiliation":[{"name":"School of Informatics, University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1175-840X","authenticated-orcid":false,"given":"Eva","family":"Szekely","sequence":"additional","affiliation":[{"name":"KTH Royal Institute of Technology, Stockholm, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,3,22]]},"reference":[{"key":"e_1_3_3_3_2_2","volume-title":"Amazon Alexa Echo","year":"2025","unstructured":"Amazon.com. 2025. Amazon Alexa Echo. https:\/\/www.amazon.com\/b?ie=UTF8&node=210779651011"},{"key":"e_1_3_3_3_3_2","unstructured":"Shree\u00a0Harsha Bokkahalli\u00a0Satish Gustav\u00a0Eje Henter and \u00c9va Sz\u00e9kely. 2025. Do Bias Benchmarks Generalise? Evidence from Voice-based Evaluation of Gender Bias in SpeechLLMs. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2510.01254 (2025)."},{"key":"e_1_3_3_3_4_2","first-page":"2151","volume-title":"26th Interspeech Conference 2025, Rotterdam, Netherlands, August 17-21, 2025","author":"Bokkahalli\u00a0Satish Shree\u00a0Harsha","year":"2025","unstructured":"Shree\u00a0Harsha Bokkahalli\u00a0Satish, Gustav\u00a0Eje Henter, and \u00c9va Sz\u00e9kely. 2025. Hear Me Out: Interactive evaluation and bias discovery platform for speech-to-speech conversational AI. In 26th Interspeech Conference 2025, Rotterdam, Netherlands, August 17-21, 2025. International Speech Communication Association, 2151\u20132152."},{"key":"e_1_3_3_3_5_2","unstructured":"Anna Seo\u00a0Gyeong Choi and Hoon Choi. 2025. Fairness of Automatic Speech Recognition: Looking Through a Philosophical Lens. arxiv:https:\/\/arXiv.org\/abs\/2508.07143\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2508.07143"},{"key":"e_1_3_3_3_6_2","unstructured":"Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo and Irwin King. 2025. Recent advances in speech language models: a survey. doi:10.48550\/arXiv.2410.03751arXiv:https:\/\/arXiv.org\/abs\/2410.03751 [cs]."},{"key":"e_1_3_3_3_7_2","unstructured":"Jay\u00a0L Cunningham Adinawa Adjagbodjou Jeffrey Basoah Jainaba Jawara Kowe Kadoma and Aaleyah Lewis. 2025. Toward Responsible ASR for African American English Speakers: A Scoping Review of Bias and Equity in Speech Technology. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2508.18288 (2025)."},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"crossref","unstructured":"Siyuan Feng Bence\u00a0Mark Halpern Olya Kudina and Odette Scharenborg. 2024. Towards inclusive automatic speech recognition. Computer Speech & Language 84 (2024) 101567.","DOI":"10.1016\/j.csl.2023.101567"},{"key":"e_1_3_3_3_9_2","volume-title":"Gemini","year":"2025","unstructured":"Google. 2025. Gemini. https:\/\/gemini.google\/us\/assistant\/?hl=en"},{"key":"e_1_3_3_3_10_2","unstructured":"Google. 2025. Manage Your Smart Home With Google Home. https:\/\/home.google.com\/welcome\/."},{"key":"e_1_3_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.890"},{"key":"e_1_3_3_3_12_2","unstructured":"Ivona Hideg and Laura\u00a0J Kray. 2024. Speaking with a non-native accent: Implications for work and personal life. Annual Review of Organizational Psychology and Organizational Behavior 11 (2024) 109\u2013134."},{"key":"e_1_3_3_3_13_2","doi-asserted-by":"crossref","unstructured":"Valentin Hofmann Pratyusha\u00a0R Kalluri Dan Jurafsky and Sharese King. 2024. Dialect prejudice predicts AI decisions about people\u2019s character employability and criminality. Nature 633 8029 (2024) 355\u2013362.","DOI":"10.1038\/s41586-024-07856-5"},{"key":"e_1_3_3_3_14_2","unstructured":"Ziyue Jiang Yi Ren Ruiqi Li Shengpeng Ji Boyang Zhang Zhenhui Ye Chen Zhang Bai Jionghao Xiaoda Yang Jialong Zuo et\u00a0al. 2025. MegaTTS 3: Sparse alignment enhanced latent diffusion transformer for zero-shot speech synthesis. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2502.18924 (2025)."},{"key":"e_1_3_3_3_15_2","doi-asserted-by":"crossref","unstructured":"Allison Koenecke Andrew Nam Emily Lake Joe Nudell Minnie Quartey Zion Mengesha Connor Toups John\u00a0R Rickford Dan Jurafsky and Sharad Goel. 2020. Racial disparities in automated speech recognition. Proceedings of the national academy of sciences 117 14 (2020) 7684\u20137689.","DOI":"10.1073\/pnas.1915768117"},{"key":"e_1_3_3_3_16_2","unstructured":"Harm Lameris Shree\u00a0Harsha Bokkahalli\u00a0Satish Joakim Gustafson and \u00c9va Sz\u00e9kely. 2025. Lost in Phonation: Voice Quality Variation as an Evaluation Dimension for Speech Foundation Models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2510.25577 (2025)."},{"key":"e_1_3_3_3_17_2","unstructured":"Shiri Lev-Ari and Boaz Keysar. 2010. Understanding of others\u2019 mental states affects language processing in comprehension. Psychological Science 21 7 (2010) 1095\u20131102."},{"key":"e_1_3_3_3_18_2","unstructured":"Songting Liu. 2024. Zero-shot voice conversion with diffusion transformers. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2411.09943 (2024)."},{"key":"e_1_3_3_3_19_2","doi-asserted-by":"crossref","unstructured":"Zion Mengesha Courtney Heldreth Michal Lahav Juliana Sublewski and Elyse Tuennerman. 2021. \u201cI don\u2019t think these devices are very culturally sensitive.\u201d\u2014Impact of automated speech recognition errors on African Americans. Frontiers in Artificial Intelligence 4 (2021) 725911.","DOI":"10.3389\/frai.2021.725911"},{"key":"e_1_3_3_3_20_2","unstructured":"Meta. 2025. Meta AI Glasses. https:\/\/www.meta.com\/ai-glasses\/."},{"key":"e_1_3_3_3_21_2","unstructured":"Cade Metz. 2020. There Is a Racial Divide in Speech-Recognition Systems Researchers Say. The New York Times (23 March 2020). https:\/\/www.nytimes.com\/2020\/03\/23\/technology\/speech-recognition-bias-apple-amazon-google.html"},{"key":"e_1_3_3_3_22_2","volume-title":"Voice conversations in ChatGPT","year":"2025","unstructured":"OpenAI. 2025. Voice conversations in ChatGPT. https:\/\/chatgpt.com\/features\/voice\/"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10095057"},{"key":"e_1_3_3_3_24_2","doi-asserted-by":"crossref","unstructured":"Berrak Sisman Junichi Yamagishi Simon King and Haizhou Li. 2020. An overview of voice conversion and its challenges: From statistical modeling to deep learning. IEEE\/ACM Transactions on Audio Speech and Language Processing 29 (2020) 132\u2013157.","DOI":"10.1109\/TASLP.2020.3038524"},{"key":"e_1_3_3_3_25_2","unstructured":"Zhi\u00a0Rui Tam and Yun-Nung Chen. 2025. MedVoiceBias: A Controlled Study of Audio LLM Behavior in Clinical Decision-Making. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2511.06592 (2025)."},{"key":"e_1_3_3_3_26_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.sicon-1.7"},{"key":"e_1_3_3_3_27_2","unstructured":"Toyota. 2022. Toyota\u2019s New In-House Intelligent Assistant Learns Voice Commands and Gets Smarter Over Time. https:\/\/pressroom.toyota.com\/toyotas-new-in-house-intelligent-assistant-learns-voice-commands-and-gets-smarter-over-time\/."},{"key":"e_1_3_3_3_28_2","unstructured":"Yihao Wu Tianrui Wang Yizhou Peng Yi-Wen Chao Xuyi Zhuang Xinsheng Wang Shunshun Yin and Ziyang Ma. 2025. Evaluating Bias in Spoken Dialogue LLMs for Real-World Decisions and Recommendations. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2510.02352 (2025)."},{"key":"e_1_3_3_3_29_2","unstructured":"Jiao\u00a0Sun Zhou Lucie Flek and David Jurgens. 2024. AI\u2019s language barrier: Countering dialect prejudice in large language models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2405.10846 (2024)."}],"event":{"name":"IUI '26: 31st International Conference on Intelligent User Interfaces","location":"Paphos Cyprus","acronym":"IUI '26 Companion","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["Companion Proceedings of the 31st International Conference on Intelligent User Interfaces"],"original-title":[],"deposited":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T11:06:11Z","timestamp":1773486371000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3742414.3794737"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,22]]},"references-count":28,"alternative-id":["10.1145\/3742414.3794737","10.1145\/3742414"],"URL":"https:\/\/doi.org\/10.1145\/3742414.3794737","relation":{},"subject":[],"published":{"date-parts":[[2026,3,22]]},"assertion":[{"value":"2026-03-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}