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一种动态压缩伽马啁啾听觉滤波器组。

A Dynamic Compressive Gammachirp Auditory Filterbank.

作者信息

Irino Toshio, Patterson Roy D

机构信息

Faculty of Systems Engineering, Wakayama University, Wakayama 640-8510, Japan (e-mail:

出版信息

IEEE Trans Audio Speech Lang Process. 2006 Nov;14(6):2222-2232. doi: 10.1109/TASL.2006.874669.

Abstract

It is now common to use knowledge about human auditory processing in the development of audio signal processors. Until recently, however, such systems were limited by their linearity. The auditory filter system is known to be level-dependent as evidenced by psychophysical data on masking, compression, and two-tone suppression. However, there were no analysis/synthesis schemes with nonlinear filterbanks. This paper describe18300060s such a scheme based on the compressive gammachirp (cGC) auditory filter. It was developed to extend the gammatone filter concept to accommodate the changes in psychophysical filter shape that are observed to occur with changes in stimulus level in simultaneous, tone-in-noise masking. In models of simultaneous noise masking, the temporal dynamics of the filtering can be ignored. Analysis/synthesis systems, however, are intended for use with speech sounds where the glottal cycle can be long with respect to auditory time constants, and so they require specification of the temporal dynamics of auditory filter. In this paper, we describe a fast-acting level control circuit for the cGC filter and show how psychophysical data involving two-tone suppression and compression can be used to estimate the parameter values for this dynamic version of the cGC filter (referred to as the "dcGC" filter). One important advantage of analysis/synthesis systems with a dcGC filterbank is that they can inherit previously refined signal processing algorithms developed with conventional short-time Fourier transforms (STFTs) and linear filterbanks.

摘要

目前,在音频信号处理器的开发中运用人类听觉处理知识已很常见。然而,直到最近,此类系统仍受限于其线性特性。众所周知,听觉滤波器系统与电平有关,关于掩蔽、压缩和双音抑制的心理物理学数据就证明了这一点。然而,当时还没有具有非线性滤波器组的分析/合成方案。本文描述了一种基于压缩伽马调谐曲线(cGC)听觉滤波器的方案。该方案是为了扩展伽马通滤波器的概念而开发的,以适应在同时进行的噪声中音调掩蔽时,随着刺激电平变化而观察到的心理物理学滤波器形状的变化。在同时噪声掩蔽模型中,滤波的时间动态可以忽略不计。然而,分析/合成系统旨在用于语音,其中声门周期相对于听觉时间常数可能很长,因此它们需要指定听觉滤波器的时间动态。在本文中,我们描述了一种用于cGC滤波器的快速作用电平控制电路,并展示了如何利用涉及双音抑制和压缩的心理物理学数据来估计这种动态版本的cGC滤波器(称为“dcGC”滤波器)的参数值。具有dcGC滤波器组的分析/合成系统的一个重要优点是,它们可以继承以前用传统短时傅里叶变换(STFT)和线性滤波器组开发的经过改进的信号处理算法。

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