Author

S. Chowdhury

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Preprint Sep 2026

STAM-ASR: Speaker-Temporal Anchoring with Memory for Multi-Speaker ASR

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, Speaker-Temporal Anchoring with Memory, a lightweight framework that extends an already pretrained AudioLLM for multi-speaker ASR. Without relying...

V. Olufemi, S. Sara, S. Chowdhury · 0 citations

#artificial intelligence Preprint Oct 2026

AraYoungVoices: A Diverse L1/L2 Corpus of Arabic Child and Adolescent Speech

State-of-the-art ASR systems primarily target native adult speech, leading to substantial performance gaps for children, adolescents, and L2 speakers. We introduce AraYoungVoices, a 151.72-hour Arabic read-speech corpus from 286 speakers aged 7--18, comprising AraKids (7--12) and AraTeens (13--18). The corpus includes...

S. Chowdhury, Zien Sheikh Ali, H. Lachemat et al. · 1 citation