Performance Evaluation of Speech Enhancement of Single Acoustic Signal Referring to Image Information

M. Matsumoto
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Abstract

This paper presents performance evaluation of speech enhancement of an acoustic signal referring to image information. In recent years, we often see smart phones and tablets in everyday life. Smart phones and tablets have a camera and a microphone. Although many speech enhancement techniques use only the audio information from microphones, it is considered that visual information from a camera is also helpful to enhance the speech. Although the frame rate of the normal movie is very low compared to the sampling frequency of the audio signal, it is useful if it is adequately used. We investigated the performance depending on the parameters and confirmed its effectiveness through the experiments.
基于图像信息的单声信号语音增强性能评价
本文提出了基于图像信息的声信号语音增强性能评价方法。近年来,我们在日常生活中经常看到智能手机和平板电脑。智能手机和平板电脑有摄像头和麦克风。虽然许多语音增强技术只使用来自麦克风的音频信息,但人们认为来自相机的视觉信息也有助于增强语音。虽然与音频信号的采样频率相比,普通电影的帧率非常低,但如果充分利用它,它是有用的。我们考察了不同参数下的性能,并通过实验验证了其有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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