Study of Speech Intelligibility in Noisy Enclosures Using Spherical Microphones Arrays

Yotam Peled, B. Rafaely
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引用次数: 5

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.
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球形传声器阵列在噪声环境下语音清晰度的研究
在高混响和噪声环境中检测清晰语音是一个非常困难的问题。近年来,人们研究了适合于三维降噪和去混响的球形传声器阵列。本文介绍了一个模型的发展,用于研究球形麦克风阵列记录和处理嘈杂环境中的语音清晰度。该模型采用图像法、漫射声场、球阵波束形成和语音清晰度等方法,预测在噪声环境中检测语音时克服噪声和混响所需的阵列顺序。有了这样一个模型,人们就可以设计一个克服给定声学条件的球形阵列,或者评估一个给定的问题是否可以通过一个实用的阵列配置来解决。
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Spherical Arrays Near Boundaries HMM-Based Mask Estimation for a Speech Recognition Front-End Using Computational Auditory Scene Analysis Single Channel Enhancement for Speech Recognition Binaural and Multiple-Microphone Signal Processing Motivated by Auditory Perception Robust Auto-Focusing Wideband Bayesian Beamforming
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