2 papers
cs.CL2026
Can LLM Agents Identify Spoken Dialects like a Linguist?
Tobias Bystrich, Lukas Hamm, Maria Hassan +3
Due to the scarcity of labeled dialectal speech, audio dialect classification is a challenging task for most languages, including Swiss German. In this work, we explore the ability…
cs.CL2025
Improving Low-Resource Dialect Classification Using Retrieval-based Voice Conversion
Lea Fischbach, Akbar Karimi, Caroline Kleen +2
Deep learning models for dialect identification are often limited by the scarcity of dialectal data. To address this challenge, we propose to use Retrieval-based Voice Conversion (…