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cs.CL2026
Anuvani-Diarization: Zero Shot Speaker Diarization and Annotation Conventions Across 22 Languages
Stephen Fernandes, Narayan Choudhary
India's 22 scheduled languages are spoken by over a billion people in conversations that mix languages, often within one turn, overlap freely, and take place over telephones, in me…
cs.CL2026
Anuvani-LID: Robust and Calibrated Spoken Language Identification for Indian Languages
Stephen Fernandes, Narayan Choudhary
Every multilingual speech pipeline begins with a language decision, an error there propagates silently through recognition, translation and routing. In India it spans 22 scheduled…