EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Isolated Word Verification Using Cohort Word-Level Verification

K. Thambiratnam, Sridha Sridharan

Queensland University of Technology, Australia

Isolated Word Verification (IWV) is the task of verifying the occurrence of a keyword at a specified location within a speech stream. Typical applications of IWV are to reduce the number of incorrect results output by a speech recognizer or keyword spotter. Such algorithms are also vital in reducing the false alarm rate in many commercial applications of speech recognition, such as automated telephone transaction systems and audio database search engines. In this paper, we propose a new method of isolated word verification that we call Cohort Word-level Verification (CWV). The CWV method attempts to increase IWV performance by incorporating higher level linguistic and word level information into the selection of non-keyword models for verification. When used in conjunction with speech background model based IWV, we are able to achieve significant performance improvements for IWV of short words.

Full Paper

Bibliographic reference.  Thambiratnam, K. / Sridharan, Sridha (2003): "Isolated word verification using cohort word-level verification", In EUROSPEECH-2003, 905-908.