3 papers
cs.CL2026
Indic DiarBench: A Multilingual Joint Diarization and ASR Benchmark for Indian Languages
Deovrat Mehendale, Aditya Mehndiratta, Dhruv Rathi +2
In this work, we introduce Indic DiarBench, a speaker diarization and ASR benchmark dataset spanning all 22 scheduled languages of India. This corpus comprises approximately 108 ho…
eess.AS2026
IndicContextEval: A Benchmark for Evaluating Context Utilisation in Audio Large Language Models Across 8 Indic Languages
Sakshi Joshi, Dhruv Subhash Rathi, Sanskar Singh +4
AudioLLMs enable speech recognition conditioned on textual prompts such as domain descriptions or entity lists. However, it remains unclear whether these models genuinely utilise s…
cs.CL2026
Towards Orthographically-Informed Evaluation of Speech Recognition Systems for Indian Languages
Kaushal Santosh Bhogale, Tahir Javed, Greeshma Susan John +4
Evaluating ASR systems for Indian languages is challenging due to spelling variations, suffix splitting flexibility, and non-standard spellings in code-mixed words. Traditional Wor…