2 papers
cs.LG2026
Attention-Based Adaptive Policies for Simultaneous Speech-to-Text Translation
Filip Tăşădan, Ema Tomanová, Ondrej Lopuch +2
Simultaneous speech-to-text translation (Simul-S2TT) consists of generating partial translations while the incoming audio frames are processed by the system. However, the streaming…
cs.CL2025
Towards Fair ASR For Second Language Speakers Using Fairness Prompted Finetuning
Monorama Swain, Bubai Maji, Jagabandhu Mishra +3
In this work, we address the challenge of building fair English ASR systems for second-language speakers. Our analysis of widely used ASR models, Whisper and Seamless-M4T, reveals…