3 papers
cs.LG2026
Duration Aware Scheduling for ASR Serving Under Workload Drift
Darshan Makwana, Yash Jogi, Harsh Kotta +1
Scheduling policies in large-scale Automatic Speech Recognition (ASR) serving pipelines play a key role in determining end-to-end (E2E) latency. Yet, widely used serving engines re…
eess.AS2025
Adopting Whisper for Confidence Estimation
Vaibhav Aggarwal, Shabari S Nair, Yash Verma +1
Recent research on word-level confidence estimation for speech recognition systems has primarily focused on lightweight models known as Confidence Estimation Modules (CEMs), which…
eess.AS2025
Improving Rare-Word Recognition of Whisper in Zero-Shot Settings
Yash Jogi, Vaibhav Aggarwal, Shabari S Nair +2
Whisper, despite being trained on 680K hours of web-scaled audio data, faces difficulty in recognising rare words like domain-specific terms, with a solution being contextual biasi…