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cs.SD2026
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-…
cs.AI2026
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…