Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

Human and Machine Speaker Recognition on Short Trivial Events

Abstract: 

In this paper, we collect a trivial event speech database that involves 75 speakers and 6 types of events, and report preliminary speaker recognition results on this database, by both human listeners and machines. Particularly, the deep feature learning technique recently proposed by our group is utilized to analyze and recognize the trivial events, leading to acceptable equal error rates (EERs) ranging from 5% to 15% despite the extremely short durations (0.2-0.5 seconds) of these events. Comparing different types of events, ‘hmm’ seems more speaker discriminative.

up
0 users have voted:

Paper Details

Authors:
Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai
Submitted On:
13 April 2018 - 6:58am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Miao Zhang
Paper Code:
Icassp2018-4525
Document Year:
2018
Cite

Document Files

trivial.pdf

(19 downloads)

Subscribe

[1] Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai, "Human and Machine Speaker Recognition on Short Trivial Events", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/2684. Accessed: May. 20, 2018.
@article{2684-18,
url = {http://sigport.org/2684},
author = {Miao Zhang; Xiaofei Kang; Yanqing Wang; Lantian Li; Zhiyuan Tang; Haisheng Dai },
publisher = {IEEE SigPort},
title = {Human and Machine Speaker Recognition on Short Trivial Events},
year = {2018} }
TY - EJOUR
T1 - Human and Machine Speaker Recognition on Short Trivial Events
AU - Miao Zhang; Xiaofei Kang; Yanqing Wang; Lantian Li; Zhiyuan Tang; Haisheng Dai
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/2684
ER -
Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai. (2018). Human and Machine Speaker Recognition on Short Trivial Events. IEEE SigPort. http://sigport.org/2684
Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai, 2018. Human and Machine Speaker Recognition on Short Trivial Events. Available at: http://sigport.org/2684.
Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai. (2018). "Human and Machine Speaker Recognition on Short Trivial Events." Web.
1. Miao Zhang, Xiaofei Kang, Yanqing Wang, Lantian Li, Zhiyuan Tang, Haisheng Dai. Human and Machine Speaker Recognition on Short Trivial Events [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/2684