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eess.AS2026
Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning
Xulin Fan, Jialu Li, Mohammad Nur Hossain Khan +4
Recent advances in model design and self-supervised audio representations have improved speech and audio understanding, yet infant-centered naturalistic recordings remain challengi…
eess.AS2025
QUADS: QUAntized Distillation Framework for Efficient Speech Language Understanding
Subrata Biswas, Mohammad Nur Hossain Khan, Bashima Islam
Spoken Language Understanding (SLU) systems must balance performance and efficiency, particularly in resource-constrained environments. Existing methods apply distillation and quan…