2 papers
cs.CL2024
Beyond the binary: Limitations and possibilities of gender-related speech technology research
Ariadna Sanchez, Alice Ross, Nina Markl
This paper presents a review of 107 research papers relating to speech and sex or gender in ISCA Interspeech publications between 2013 and 2023. We note the scarcity of work on thi…
cs.CL2022
Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR
Nina Markl, Stephen Joseph McNulty
Despite the fact that variation is a fundamental characteristic of natural language, automatic speech recognition systems perform systematically worse on non-standardised and margi…