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An MDCT-domain audio denoising method with a block switching scheme

机译:具有块切换方案的MDCT域音频去噪方法

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摘要

In this paper, an audio denoising method is proposed for improving the quality of handheld audio recording devices. The proposed method reduces noise differently depending on the block size in the modified discrete cosine transform (MDCT) analysis of an audio coder. Specifically, denoising for a long block is performed by multi-band spectral subtraction (MBSS) with perceptually weighted scalefactor bands, while that for a short block is performed by subband power scaling to maintain coherence of power with the previously-denoised long block. In order to evaluate the performance of the proposed method, it is first embedded into MPEG-2 advanced audio coding (AAC) that is popularly used for audio recording devices. Then, its performance is compared with that of a conventional audio denoising method based on block thresholding in terms of cepstral distortion, subjective quality, and computational complexity. It is shown from performance comparison that the proposed method outperforms the block thresholding method in both objective and subjective measurements. Moreover, the complexity of the proposed method is sufficiently lowered to be implemented on most resource-constrained handheld audio recording devices, unlike the conventional method.
机译:为了提高手持录音设备的质量,本文提出了一种音频去噪方法。所提出的方法根据音频编码器的改进的离散余弦变换(MDCT)分析中的块大小来不同地降低噪声。具体来说,长块的降噪是通过具有感知加权比例因子带的多频带频谱减法(MBSS)执行的,而短块的降噪是通过子带功率缩放来执行的,以保持功率与先前去噪的长块的相干性。为了评估所提出方法的性能,首先将其嵌入到通常用于音频记录设备的MPEG-2高级音频编码(AAC)中。然后,在倒谱失真,主观质量和计算复杂度方面,将其性能与基于块阈值的常规音频降噪方法的性能进行比较。从性能比较可以看出,该方法在客观和主观测量方面均优于块阈值法。而且,与传统方法不同,所提出的方法的复杂度被充分降低以在大多数资源受限的手持音频记录设备上实现。

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