DocumentCode
699505
Title
Speech enhancement for a car environment support by a First-Order Differential microphone
Author
Alvarez, A. ; Gomez, P. ; Martinez, R. ; Rodellar, V. ; Nieto, V.
Author_Institution
Dept. de Arquitectura y Tecnol. de Sist. Informaticos, Univ. Politec. de Madrid, Madrid, Spain
fYear
2004
fDate
6-10 Sept. 2004
Firstpage
1955
Lastpage
1958
Abstract
Speech recognition is one of the key technologies to produce voice-control devices. However, the presence of different sources of degradation is an ubiquitous problem. This paper presents a robust microphone array processing technique to enhance speech under the influence of noise and reverberation in an automobile environment. The proposed structure combines a simple two-microphone First Order Differential Null Beamformer with Spectral Subtraction techniques. The paper also includes an evaluation of the performance of the algorithm in a real car environment. The results show a noticeable reduction in word error rates when the enhancement front-end is applied to a standard speech recognizer.
Keywords
array signal processing; automobiles; microphone arrays; reverberation; speech enhancement; speech recognition; automobile environment; car environment; first order differential null beamformer; robust microphone array processing technique; spectral subtraction technique; speech enhancement; speech recognition; ubiquitous problem; voice-control device; word error rates; Abstracts; Arrays; Microphones; Reverberation; Speech; Speech enhancement; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2004 12th European
Conference_Location
Vienna
Print_ISBN
978-320-0001-65-7
Type
conf
Filename
7080035
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