Nina Markl

Dr. Nina Markl is a Research Fellow at the Institute for Analytics and Data Science and the Department of Language and Linguistics at the University of Essex. Her interdisciplinary research bridges sociolinguistics, speech technologies, and AI ethics, examining how language variation interacts with technological systems.

Primary research investigates algorithmic bias in speech recognition, community-centered technology design for marginalized language speakers, and sociotechnical impacts of voice-enabled systems. Work emphasizes ethical considerations in AI development, particularly regarding accent discrimination, content moderation practices, and inclusive design frameworks.

Recent publications analyze censorship mechanisms affecting marginalized identities on social platforms and develop participatory methodologies for creating speech technologies with underrepresented language communities. Research consistently highlights power dynamics in dataset creation and algorithmic decision-making.