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cs.CL2026
SCRIBE: Diagnostic Evaluation and Rich Transcription Models for Indic ASR
Kavya Manohar, Arghya Bhattacharya, Kush Juvekar +1
Automatic speech recognition replaces typing only when correction costs less than manual entry - a threshold determined by error types, not counts: fixing a misrecognized domain te…
cs.CL2026
Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition
Kush Juvekar, Kavya Manohar, Aditya Srinivas Menon +2
Fine-tuning multilingual ASR models like Whisper for low-resource languages often improves read speech but degrades spontaneous audio performance. To diagnose this mismatch, we int…
cs.CL2022
Skit-S2I: An Indian Accented Speech to Intent dataset
Shangeth Rajaa, Swaraj Dalmia, Kumarmanas Nethil
Conventional conversation assistants extract text transcripts from the speech signal using automatic speech recognition (ASR) and then predict intent from the transcriptions. Using…