keyboard_arrow_up
Dynamic Phone Warping - A Method to Measure the Distance Between Pronunciations

Authors

Akella Amarendra Babu1 and Ramadevi Yellasiri2, 1St. Martin's Engineering College, India and 2CBIT, India

Abstract

Human beings generate different speech waveforms while speaking the same word at different times. Also, different human beings have different accents and generate significantly varying speech waveforms for the same word. There is a need to measure the distances between various words which facilitate preparation of pronunciation dictionaries. A new algorithm called Dynamic Phone Warping (DPW) is presented in this paper. It uses dynamic programming technique for global alignment and shortest distance measurements. The DPW algorithm can be used to enhance the pronunciation dictionaries of the well-known languages like English or to build pronunciation dictionaries to the less known sparse languages. The precision measurement experiments show 88.9% accuracy

Keywords

Natural Language processing, word distance measurements, pronunciation dictionaries.

Full Text  Volume 8, Number 8