Publications

On instantaneous vocal tract length estimation from formant frequencies

Abstract

The length of the vocal tract and its relationship with formant frequencies is examined at fine temporal scales with the goal of providing accurate estimates of vocal tract length from acoustics on a spectrum-by-spectrum basis despite unknown articulatory information. Accurate vocal tract length estimation is motivated by applications to speaker normalization and biometrics. Analyses presented are both theoretical and empirical. Various theoretical models are used to predict the behavior of vocal tract resonances in the presence of different vocal tract lengths and constrictions. Real-time MRI (Narayanan et al., 2011) with synchronized audio is also utilized for detailed measurements of vocal tract length and formant frequencies during running speech, facilitating the examination of short-time changes in vocal tract length and corresponding changes in formant frequencies, both within and across speakers. Previously …

Date
2013
Authors
Adam Lammert, Shrikanth Narayanan
Journal
Proceedings of meetings on acoustics
Volume
19
Issue
1
Publisher
AIP Publishing