Title :
Ultrasonic Doppler sensor for speaker recognition
Author :
Kalgaonkar, Kaustubh ; Raj, Bhiksha
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA
fDate :
March 31 2008-April 4 2008
Abstract :
In this paper we present a novel use of an acoustic Doppler sonar for multi-modal speaker identification. An ultrasonic emitter directs a 40 kHz tone toward the speaker. Reflections from the speaker´s face are recorded as the speaker talks. The frequency of the tone is modified by the velocity of the facial structures it is reflected by. The received ultrasonic signal thus contains an entire spectrum of frequencies representing the set of all velocities of facial components. The pattern of frequencies in the reflected signal is observed to be typical of the speaker. The captured ultrasonic signal is synchronously analyzed with the corresponding voice signal to extract specific characteristics that can be used to identify the speaker. Experiments show that the information this can result in significant improvements in speaker identification accuracy both under clean conditions and in noise.
Keywords :
Doppler measurement; sonar; speaker recognition; ultrasonic transducers; acoustic Doppler sonar; frequency 40 kHz; multimodal speaker identification; speaker recognition; ultrasonic Doppler sensor; ultrasonic emitter; ultrasonic signal; voice signal; Acoustic emission; Acoustic reflection; Acoustic sensors; Frequency; Loudspeakers; Signal analysis; Signal processing; Sonar; Speaker recognition; Speech analysis; Speaker Recognition; Speaker Verification; Ultrasonic Doppler Sensor;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2008.4518747