Title :
Study of Speech Intelligibility in Noisy Enclosures Using Spherical Microphones Arrays
Author :
Peled, Yotam ; Rafaely, Boaz
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva
Abstract :
Detection of clear speech in highly reverberant and noisy enclosures is an extremely difficult problem. Recently, spherical microphone arrays have been studied that are suitable for noise reduction and de-reverberation in three dimensions. This paper presents the development of a model for investigating speech intelligibility in noisy enclosures when recorded and processed by spherical microphones arrays. The model uses the image method, diffuse sound fields, spherical array beamforming and speech intelligibility measures, to predict the array order required to overcome noise and reverberation when detecting speech in noisy enclosures. Having such a model, one can design a spherical array that overcomes given acoustic conditions, or assess whether a given problem can be solved by a practical array configuration.
Keywords :
architectural acoustics; microphone arrays; reverberation; signal denoising; speech intelligibility; speech processing; de-reverberation; diffuse sound fields; image method; noise reduction; noisy enclosures; speech intelligibility; spherical array beamforming; spherical microphones arrays; Acoustic arrays; Acoustic measurements; Acoustic noise; Array signal processing; Microphone arrays; Noise measurement; Noise reduction; Predictive models; Speech enhancement; Speech processing; Speech intelligibility; reverberation; room acoustics; spherical microphone arrays;
Conference_Titel :
Hands-Free Speech Communication and Microphone Arrays, 2008. HSCMA 2008
Conference_Location :
Trento
Print_ISBN :
978-1-4244-2337-8
Electronic_ISBN :
978-1-4244-2338-5
DOI :
10.1109/HSCMA.2008.4538711