8 citations · 14 across the 13 of their papers we have counts for
4 papers · 1 filter
DriftTTS: Few-Step Text-to-Speech Without Distillation via Distribution-Matching Drift
Mohammad Nur Hossain Khan, Subrata Biswas, Bashima Islam
Few-step neural text-to-speech models often rely on short- ened diffusion or flow-matching schedules, or on distillation from pretrained multi-step teachers. To avoid these depen-…
BeatGraph: Self-Supervised Heartbeat Graphs for Infant ECG Representations from the Home Environment
Mohammad Nur Hossain Khan, M. S. Krafczyk, Beverly G. Bolster +3
Electrocardiogram (ECG) foundation models typically tokenize the signal into fixed-length patches that ignore cardiac structure, so a patch may split a heartbeat and the number of…
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…
ProcAgent: An Agentic Framework for Procedural Task Guidance on Edge with Human-in-the-Loop
Azizul Zahid, Subrata Biswas, Bashima Islam +1
Procedural tasks such as furniture assembly and home repair impose substantial cognitive demands because users must interpret instructions, track task progress, reason about spatia…