3 papers
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…
eess.AS2025
Scalable Offline ASR for Command-Style Dictation in Courtrooms
Kumarmanas Nethil, Vaibhav Mishra, Kriti Anandan +1
We propose an open-source framework for Command-style dictation that addresses the gap between resource-intensive Online systems and high-latency Batch processing. Our approach use…