About Me

I am a 3rd-Year Ph.D. candidate of Information Science at Cornell University, advised by Prof. Allison Koenecke. My research interests are at the intersection of Automatic Speech Recognition and AI Ethics. I’m also interested in acoustic signal processing and meta-level speech data curation.

Education

Seoul National University M.A. in English Linguistics (2019.03 - 2021.08)
Seoul National University B.A. in Spanish Language and Literature & English Language and Literature cum laude (2015.03 - 2019.02)

Selected Publications

Careless Whisper: Speech-to-Text Hallucination Harms

ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) 2024

Allison Koenecke, Anna Seo Gyeong Choi*, Katelyn Mei*, Hilke Schellmann†, Mona Sloane†

[pdf], [code]

KoFREN: Comprehensive Korean Word Frequency Norms Derived from Large Scale Free Speech Corpora

Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) 2024

Jin-Seo Kim, Anna Seo Gyeong Choi, Sunghye Cho

[pdf], [code]

Augmented Datasheets for Speech Datasets and Ethical Decision-Making

ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) 2023

Orestis Papakyriakopoulos*, Anna Seo Gyeong Choi*, William Thong, Dora Zhao, Jerone Andrews, Rebecca Bourke, Alice Xiang†, Allison Koenecke†

[pdf], [code], [twitter]

Selected Presentations

Quantification of Automatic Speech Recognition System Performance on d/Deaf and Hard of Hearing Speech

American Laryngological Association (ALA) Spring Meeting at COSM 2024 Annual Meeting

Robin Zhao*, Anna Seo Gyeong Choi*, Allison Koenecke, Anäis Rameau

Augmented Datasheets for Speech Datasets and Ethical Decision-Making

International Conference of Computational Social Science (IC2S2) 2023

Orestis Papakyriakopoulos*, Anna Seo Gyeong Choi*, Alice Xiang†, Allison Koenecke†

[poster]

Auditing Korean Speech Datasets for Dialectal Fairness in Speech-to-Text Applications

International Conference of Computational Social Science (IC2S2) 2023

Anna Seo Gyeong Choi, Allison Koenecke

[poster]

In Preparation

Crosslingual Acoustic Feature-based Dementia Classification using Advanced Learning Architectures

Anna Seo Gyeong Choi, Jin-Seo Kim, Seohee Kim, Minseok Baek, Sunghye Cho