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Stephen A. Zahorian

3 accepted papers

2017

A modulation feature set for robust Automatic Speech Recognition in additive noise and reverberation

ICASSP 2017accepted

In this paper, a feature set referred to as Discrete Cosine Series (DCS) is proposed for noise robust Automatic Speech Recognition (ASR). Unlike many other robust algorithms which use various forms of “long term” processing, DCS uses a small frame spacing to facilitate separating speech from noise a…

Cited by 0SourceScholar
2015

A unified framework for filterbank and time-frequency basis vectors in ASR frontends

ICASSP 2015accepted

For many years, filterbank have been widely used as one step of frontend feature extraction for Automatic Speech Recognition (ASR). In this paper, we propose a unified framework for ASR frontends, by first moving the nonlinear amplitude scaling, and then combining the filterbank weights with the cos…

Cited by 0SourceScholar