A simple approach to non-uniform vowel normalization

S. Umesh, S. V. Bharath, M. K. Vinay, Rajesh Sharma, Rohit Sinha

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

In this paper, we present results of non-uniform vowel normalization and show that the frequency-warping necessary to do nonuniform vowel normalization is similar to the mel-scale. We compare our methods to Fant’s non-uniform vowel normalization method and show that with proposed frequency warping approach we can achieve similar performance without any knowledge of the spoken vowel and the formant number. The proposed approach is motivated by a desire to perform non-uniform speaker normalization in automatic speech recognition systems. We also present results of a more comprehensive study of our earlier work on non-uniform scaling which again shows that mel-scale is the appropriate warping function. All the results in this paper are based on data from Peterson & Barney and Hillenbrand et al. vowel databases.

Original languageEnglish (US)
Pages (from-to)517-520
Number of pages4
JournalICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume1
DOIs
StatePublished - 2002

All Science Journal Classification (ASJC) codes

  • Software
  • Signal Processing
  • Electrical and Electronic Engineering

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