Three-Dimensional Microphone Array for Speech Enhancement in Hands-Free Systems for Cars
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D. Ayllón, V. Benito-Olivares, C. LLerena-Aguilar, R. Gil Pita, and M. Rosa Zurera, "Three-Dimensional Microphone Array for Speech Enhancement in Hands-Free Systems for Cars," Paper 3-8, (2012 March.). doi:
D. Ayllón, V. Benito-Olivares, C. LLerena-Aguilar, R. Gil Pita, and M. Rosa Zurera, "Three-Dimensional Microphone Array for Speech Enhancement in Hands-Free Systems for Cars," Paper 3-8, (2012 March.). doi:
Abstract: In this paper we propose a three-dimensional microphone array for speech enhancement in hands-free devices for cars, comparing its performance with linear and planar arrays with the same number of elements. We simulated a realistic environment considering driving noise, interfering speech coming from the loudspeakers, and reverberations. Furthermore, the Minimum Variance Distortionless Response (MVDR) and Linearly Constrained Minimum Variance (LCMV) beamforming techniques have been evaluated. Results show that the proposed array obtains a notably improvement of intelligibility comparing with the other arrays. Finally, the use of LCMV technique also improves the speech intelligibility, in detriment of the MVDR technique.
@article{ayllón2012three-dimensional,
author={ayllón, david and benito-olivares, vanesa and llerena-aguilar, cosme and gil pita, roberto and rosa zurera, manuel},
journal={journal of the audio engineering society},
title={three-dimensional microphone array for speech enhancement in hands-free systems for cars},
year={2012},
volume={},
number={},
pages={},
doi={},
month={march},}
@article{ayllón2012three-dimensional,
author={ayllón, david and benito-olivares, vanesa and llerena-aguilar, cosme and gil pita, roberto and rosa zurera, manuel},
journal={journal of the audio engineering society},
title={three-dimensional microphone array for speech enhancement in hands-free systems for cars},
year={2012},
volume={},
number={},
pages={},
doi={},
month={march},
abstract={in this paper we propose a three-dimensional microphone array for speech enhancement in hands-free devices for cars, comparing its performance with linear and planar arrays with the same number of elements. we simulated a realistic environment considering driving noise, interfering speech coming from the loudspeakers, and reverberations. furthermore, the minimum variance distortionless response (mvdr) and linearly constrained minimum variance (lcmv) beamforming techniques have been evaluated. results show that the proposed array obtains a notably improvement of intelligibility comparing with the other arrays. finally, the use of lcmv technique also improves the speech intelligibility, in detriment of the mvdr technique.},}
TY - paper
TI - Three-Dimensional Microphone Array for Speech Enhancement in Hands-Free Systems for Cars
SP -
EP -
AU - Ayllón, David
AU - Benito-Olivares, Vanesa
AU - LLerena-Aguilar, Cosme
AU - Gil Pita, Roberto
AU - Rosa Zurera, Manuel
PY - 2012
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - March 2012
TY - paper
TI - Three-Dimensional Microphone Array for Speech Enhancement in Hands-Free Systems for Cars
SP -
EP -
AU - Ayllón, David
AU - Benito-Olivares, Vanesa
AU - LLerena-Aguilar, Cosme
AU - Gil Pita, Roberto
AU - Rosa Zurera, Manuel
PY - 2012
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - March 2012
AB - In this paper we propose a three-dimensional microphone array for speech enhancement in hands-free devices for cars, comparing its performance with linear and planar arrays with the same number of elements. We simulated a realistic environment considering driving noise, interfering speech coming from the loudspeakers, and reverberations. Furthermore, the Minimum Variance Distortionless Response (MVDR) and Linearly Constrained Minimum Variance (LCMV) beamforming techniques have been evaluated. Results show that the proposed array obtains a notably improvement of intelligibility comparing with the other arrays. Finally, the use of LCMV technique also improves the speech intelligibility, in detriment of the MVDR technique.
In this paper we propose a three-dimensional microphone array for speech enhancement in hands-free devices for cars, comparing its performance with linear and planar arrays with the same number of elements. We simulated a realistic environment considering driving noise, interfering speech coming from the loudspeakers, and reverberations. Furthermore, the Minimum Variance Distortionless Response (MVDR) and Linearly Constrained Minimum Variance (LCMV) beamforming techniques have been evaluated. Results show that the proposed array obtains a notably improvement of intelligibility comparing with the other arrays. Finally, the use of LCMV technique also improves the speech intelligibility, in detriment of the MVDR technique.
Authors:
Ayllón, David; Benito-Olivares, Vanesa; LLerena-Aguilar, Cosme; Gil Pita, Roberto; Rosa Zurera, Manuel
Affiliation:
University of Alcala, Madrid, Spain
AES Conference:
45th International Conference: Applications of Time-Frequency Processing in Audio (March 2012)
Paper Number:
3-8
Publication Date:
March 1, 2012Import into BibTeX
Permalink:
http://www.aes.org/e-lib/browse.cfm?elib=16193