2 papers
cs.SD2026
STAM-ASR: Speaker-Temporal Anchoring with Memory for Multi-Speaker ASR
Victor Tolulope Olufemi, Syeda Faiza Ahmed Sara, Shammur Absar Chowdhury
Natural conversations make both speech recognition and speaker attribution challenging for ASR, as speakers take turns, overlap, and reappear over time. We propose STAM-ASR, Speake…
cs.CL2026
Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal
Syeda Faiza Ahmed Sara, Shammur Absar Chowdhury
Training automated pronunciation assessment often relies on labeled learner errors or non-native corpora that are costly to collect. We propose a lightweight framework trained only…