Siyu Liang
Siyu Liang has 2 papers in our library, in 2026, most of them on Speech & spoken language, Multilingual & cross-lingual NLP, Bias, fairness & safety; often with Gina-Anne Levow, Nicolas Ballier.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
Concepts, shelves and topics
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSignal Processing · 1 workSocial Sciences · 1 work
🧭 Topics 4Research subjects and languages the work is about.Speech & spoken language · 2 worksBias, fairness & safety · 1 workEnglish · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- A Sociophonetic Analysis of Racial Bias in Commercial ASR Systems Using the Pacific Northwest English Corpus (2026)
Commercial speech recognizers are known to transcribe African American speakers less accurately. Which pronunciation traits drive these gaps, however, has received little systematic study. The authors combine ASR evaluation with sociophonetic annotation from the Pacific Northwest English (PNWE) corpus to address… - The Limits of Data Scaling: Sub-token Utilization and Acoustic Saturation in Multilingual ASR (2026)
The paper asks how much speech is needed before a multilingual ASR model has shown the full set of sub-tokens it actually uses for a language.
Co-authors here
Venues
Updated
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