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数字音频篡改被动检测研究综述

曾春艳 王志锋 王静 田元 叶俊民 左明章

计算机工程与应用2019,Vol.55Issue(2):1-11,99,12.
计算机工程与应用2019,Vol.55Issue(2):1-11,99,12.DOI:10.3778/j.issn.1002-8331.1809-0324

数字音频篡改被动检测研究综述

Survey of Passive Detection of Digital Audio Tampering

曾春艳 1王志锋 2王静 2田元 2叶俊民 3左明章2

作者信息

  • 1. 湖北工业大学 电气与电子工程学院,武汉 430068
  • 2. 华中师范大学 数字媒体技术系,武汉 430079
  • 3. 华中师范大学 计算机学院,武汉 430079
  • 折叠

摘要

Abstract

Passive detection of digital audio tampering refers to the technology that does not rely on any pre-embedded information to identify the authenticity of digital audio. The main research content is to determine the authenticity and integrity of digital audio. It has a wide application prospect in the fields of court forensics, news justice, intellectual prop-erty protection and so on. At present, the related reviews in the field are mainly from the point of overall framework of active and passive digital audio forensics, and they are without a systematic and comprehensive summary of passive detection of digital audio tampering. What’s more, the passive audio forensics research involving in the above reviews is with the problem of inadequate timeliness. This paper first summarizes the task model and forensics framework of digital audio tamper detection, and then divides the present digital audio tampering passive detection methods into four categories according to the tamper means, detection strategies, statistical characteristics and models used:the detection method based on tamper operation, the detection method based on the digital audio recompression, the detection method based on the recording equipment and the audio recording environment, and the detection method based on the statistical characteristics of the digital audio signal. Then it analyzes the typical algorithm and the extended means of each method, and compares the performance of different detection algorithms, then four kinds of methods for the detection of the characteristics and application scope are summarized. Finally, the main research achievements of researchers at home and abroad in digital audio tampering passive detection technology are summarized, the problems and challenges of digital audio tampering passive detection technology and the prospect of future research are put forward.

关键词

数字音频篡改/数字音频取证/被动检测/真实性鉴定

Key words

digital audio tampering/digital audio forensics/passive detection/authenticity identification

分类

信息技术与安全科学

引用本文复制引用

曾春艳,王志锋,王静,田元,叶俊民,左明章..数字音频篡改被动检测研究综述[J].计算机工程与应用,2019,55(2):1-11,99,12.

基金项目

国家自然科学基金(No.61402537) (No.61402537)

中国科学院西部青年学者项目 ()

四川省科技计划资助(No.2018GZDZX0041). (No.2018GZDZX0041)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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