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Glottal source related to stressed speech under workload in human-robot interface

Authors :
Xiaofeng Liu
Ning Xu
Xiao Yao
Yuxing Gu
Aiming Jiang
Xuewu Zhang
Source :
2017 2nd International Conference on Robotics and Automation Engineering (ICRAE).
Publication Year :
2017
Publisher :
IEEE, 2017.

Abstract

In human-robots interfaces studies have shown that stress caused by these factors results in variations in speaker's pronunciation, making highly reliable speech recognition systems of interface difficult to achieve. In this paper, we focus on the glottal source of stress speech under workload condition. The glottal flow resulted from vibration of the vocal folds is mainly discussed and features derived from glottal source are investigated to separate stressed speech from neutral speech. Experimental results show the proposed features representing glottal source could be able to lead to improvements in classification for the stressed speech.

Details

Database :
OpenAIRE
Journal :
2017 2nd International Conference on Robotics and Automation Engineering (ICRAE)
Accession number :
edsair.doi...........190e5a3d7d13cc9eb747d188bb478bfd
Full Text :
https://doi.org/10.1109/icrae.2017.8291369