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
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;
Conference_Titel :
Pacific Voice Conference (PVC), 2014 XXII Annual
Conference_Location :
Krakow
Print_ISBN :
978-1-4799-3699-1
DOI :
10.1109/PVC.2014.6845420