Author

Da-shan Shiu

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Preprint Sep 2026

TASTE2: Text-Aligned Speech Modeling and Deployment toward Full-Duplex Voice Interaction

The first systematic characterization of explicit paralinguistic control in a TASTE based model is provided, which establishes TASTE based modeling as a practical route toward full-duplex systems while identifying natural conversation robustness, speech generation latency, and feature general paralinguistic control as...

Yi-Chang Chen, Chun-Wei Chen, Dien-Ruei Wu et al. · 0 citations

#artificial intelligence Feb 2026

Revisiting the Shape Convention of Transformer Language Models

The architectural shape of dense Transformers has remained remarkably stable: narrow-wide-narrow feed-forward networks (FFNs) consume most non-embedding parameters. Motivated by theoretical and empirical evidences that residual wide-narrow-wide (hourglass) MLPs remain expressive despite bottlenecks, we revisit whether...

FengTing Liao, G. Yi, Tzu-Quan Lin et al. · arXiv.org · 1 citation