Siyu Liang
💼 Department of Linguistics, Rice University, Houston, TX, USA
I am an incoming Assistant Professor in the Department of Linguistics at Rice University starting July 2026. I received my Ph.D. in Computational Linguistics from the University of Washington, where I was advised by Drs. Gina-Anne Levow and Richard Wright. My research develops computational methods for multilingual and under-resourced speech grounded in linguistic theory and fairness.
I study how speech models represent and generalize across phonetic and structural variation, and design methods to evaluate and improve their performance across resource levels and dialectal variation. As a linguist, I am particularly interested in studying speech variation through both lab phonology and corpus-based approaches. I am also interested in how computational approaches can be applied to linguistic analysis and documentation, and I have worked on Iranian, Tibeto-Burman, Turkic, Nilotic, and areally Southeast Asian languages. I actively conduct fieldwork and collaborate with field linguists to build models and resources in real-world documentation settings.
When I’m not working, you can find me on red-eye flights ✈️, at concerts 🎶, in the mountains 🏞️, and occasionally on horseback 🐎, up the wall 🧗, or under the sea 🤿.
You can reach me at siyu.liang [@] rice [dot] edu.
news
| May 06, 2026 | Defended my dissertation titled Toward Equitable Speech Recognition: Linguistic Structure Representation, and Fairness in Automatic Speech Recognition! |
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| May 01, 2026 | I will be presenting a paper on ASR for Panãra at ComputEL-9, co-located with ACL 2026 in San Diego. Thanks for generous travel support from Google through the workshop organizers. |
| Mar 28, 2026 | I will join the Department of Linguistics at Rice University as an Assistant Professor in Fall 2026! |
| Mar 02, 2026 | 1 paper on the emotional impact of ASR bias accepted to FAccT 2026. |
| Feb 12, 2026 | 2 papers (on sociophonetic analysis of ASR bias and tokenization in multilingual ASR) accepted to LREC 2026. |