Publications

RI: Medium: Collaborative Research: Understanding Individual-Level Speech Variability: From Novel Articulatory Data to Robust Speaker Recognition

Abstract

Speech is a unique human capability. The vocal tract is the universal human instrument played with great dexterity and skill in the production of speech to convey rich linguistic and paralinguistic information. The project will enable fundamental understanding of how individuals differ in their speech articulation due to differences in shape and size of their physical vocal instrument. Knowledge of how people differ in their speech production can help create improved automatic speaker recognition, technologies important for national security. The project can inform design of technologies for robust speech-based access for all members of the population, including children, the elderly, and non-native speakers of a language. Results from the project can also assist in better understanding and treating disorders (eg, cleft lip/palate), illness (eg, head and neck cancer, apnea) or injury where human speech articulation is …

Date
2015
Authors
Shrikanth S Narayanan
Journal
NSF Award Number 1514544. Directorate for Computer and Information Science and Engineering
Volume
15
Issue
1514544
Pages
14544