Title :
Speech measurements using a laser Doppler vibrometer sensor: Application to speech enhancement
Author :
Avargel, Yekutiel ; Cohen, Israel
Author_Institution :
AudioZoom Ltd., Sde-Boker, Israel
fDate :
May 30 2011-June 1 2011
Abstract :
In this paper, we present a remote speech-measurement system, which utilizes an auxiliary laser Doppler vibrometer (LDV) sensor. When focusing on the larynx, this sensor captures useful speech information at low-frequency regions (up to 1.5-2 kHz), and is shown to be immune to acoustical disturbances. For improved speech enhancement, we propose a new algorithm for efficiently combining the signals from the LDV-based sensor and a standard acoustic sensor. The algorithm includes a pre-filtering process, to suppress impulsive noises that severely degrade the LDV-measured speech, and a soft-decision voice activity detector (VAD) in the time-frequency domain. Experimental results demonstrate the performance of the proposed system in transient noise environments.
Keywords :
sensors; speech enhancement; vibration measurement; LDV based sensor; acoustical disturbance; laser Doppler vibrometer sensor; pre-filtering process; speech enhancement; speech measurement system; time-frequency domain; voice activity detector; Acoustic measurements; Acoustics; Measurement by laser beam; Noise; Speech; Speech enhancement; Time frequency analysis; laser vibrometry; nonacoustic sensors; speech enhancement;
Conference_Titel :
Hands-free Speech Communication and Microphone Arrays (HSCMA), 2011 Joint Workshop on
Conference_Location :
Edinburgh
Print_ISBN :
978-1-4577-0997-5
DOI :
10.1109/HSCMA.2011.5942375