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
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;
Conference_Titel :
Signal Processing Conference, 2004 12th European
Conference_Location :
Vienna
Print_ISBN :
978-320-0001-65-7