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A Dynamic Compressive Gammachirp Auditory Filterbank

机译:动态压缩Gammachirp听觉滤波器组

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摘要

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.
机译:现在,在音频信号处理器的开发中通常使用有关人类听觉处理的知识。然而,直到最近,这种系统还受到线性的限制。众所周知,听觉过滤器系统是依赖于级别的,如掩盖,压缩和两音抑制的心理物理数据所证明的那样。但是,没有使用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gammachirp(cGC)听觉滤波器的方案。它被开发来扩展伽马通滤波器的概念,以适应心理物理滤波器形状的变化,这种变化是在同时进行的噪声掩蔽中,随着刺激水平的变化而发生的。在同时屏蔽噪声的模型中,滤波的时间动态可以忽略。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较长,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,并展示了如何将涉及两音抑制和压缩的心理物理数据用于估算此动态版本的cGC滤波器的参数值(称为cGC滤波器)。 “ dcGC”过滤器)。具有dcGC滤波器组的分析/合成系统的一个重要优点是,它们可以继承使用常规短时傅立叶变换(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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