DocumentCode
167142
Title
Caller identification by voice
Author
Witkowski, Marcin ; Igras, Magdalena ; Grzybowska, Joanna ; Jaciow, Pawel ; Galka, Jakub ; Ziolko, Mariusz
Author_Institution
Dept. of Electron., AGH Univ. of Sci. & Technol., Kraków, Poland
fYear
2014
fDate
11-13 April 2014
Firstpage
1
Lastpage
7
Abstract
The aim of our work is to develop the software for caller identification or to create his characteristic by analysis of his voice. Based on collected speech samples, our system aims to identify emergency callers both on-line and off-line. This homeland security project covers speaker recognition (when speaker´s speech sample is known), speaker´s gender, age detection and recognition of emotions. Proposed system is not limited to bio-metrics. The goal of this application is to provide an innovative, supporting tool for rapid and accurate threat detection and threat neutralization. This complex system will include: a speech signal analysis, an automatic development of speech patterns database and appropriate classification methods.
Keywords
emotion recognition; national security; signal classification; speaker recognition; speech intelligibility; age detection; automatic development of; biometrics; caller identification; classification methods; emergency callers identification; emotion recognition; homeland security project; innovative supporting tool; software development; speaker gender; speaker recognition; speaker speech sample; speech patterns database; speech signal analysis; threat detection; threat neutralization; voice analysis; Acoustics; Databases; Feature extraction; Hidden Markov models; Psychoacoustic models; Spectrogram; Speech; Acoustic Background Detection; Age Detection; Emotion Detection; Speaker Identification; Speaker Recognition; Speaker Verification;
fLanguage
English
Publisher
ieee
Conference_Titel
Pacific Voice Conference (PVC), 2014 XXII Annual
Conference_Location
Krakow
Print_ISBN
978-1-4799-3699-1
Type
conf
DOI
10.1109/PVC.2014.6845420
Filename
6845420
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