2 papers
cs.CL2026
Selective Augmentation: Improving Universal Automatic Phonetic Transcription via G2P Bootstrapping
Tobias Bystrich, Julia M. Pritzen, Christoph A. Schmidt +1
In the field of universal automatic phonetic transcription (APT), clean and diverse training transcriptions are required. However, such high-quality data is limited. We propose the…
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…