Piyush Vyas — accepted AI-conference papers

2022

Temporal Early Exiting for Streaming Speech Commands Recognition

Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang +3

ICASSP 2022accepted

Limited-vocabulary speech commands recognition is the task of classifying a short utterance as one of several speech commands, for which neural networks obtain state-of-the-art results. In particular, recurrent neural networks represent a common approach for streaming commands recognition systems. I…

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2021

An End-To-End Non-Intrusive Model for Subjective and Objective Real-World Speech Assessment Using a Multi-Task Framework

Zhuohuang Zhang, Piyush Vyas, Xuan Dong, Donald S. Williamson

ICASSP 2021accepted

Speech assessment is crucial for many applications, but current intrusive methods cannot be used in real environments. Data-driven approaches have been proposed, but they use simulated speech materials or only estimate objective scores. In this paper, we propose a novel multi-task non-intrusive appr…

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