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Feasibility of Using Electrical Network Frequency Fluctuations to Perform Forensic Digital Audio Authentication

dc.contributor.authorEl Gemayel, Tarek
dc.contributor.supervisorBouchard, Martin
dc.date.accessioned2013-08-06T17:32:07Z
dc.date.available2013-08-06T17:32:07Z
dc.date.created2013
dc.date.issued2013
dc.degree.disciplineGénie / Engineering
dc.degree.levelmasters
dc.degree.nameMASc
dc.description.abstractExtracting the Electric Network Frequency (ENF) fluctuations from an audio recording and comparing it to a reference database is a new technology intended to perform forensic digital audio authentication. The objective of this thesis is to implement and design a range of programs and algorithms for capturing and extracting ENF signals. The developed C-program combined with a probe can be used to build the reference database. Our implementation of the Short-Time Fourier Transform method is intended for the ENF extraction of longer signals while our novel proposed use of the Autoregressive parametric method and our implementation of the zero-crossing approach tackle the case of shorter recordings. A Graphical User Interface (GUI) was developed to facilitate the process of extracting the ENF fluctuations. The whole process is tested and evaluated for various scenarios ranging from long to short recordings.
dc.embargo.termsimmediate
dc.faculty.departmentScience informatique et génie électrique / Electrical Engineering and Computer Science
dc.identifier.urihttp://hdl.handle.net/10393/24383
dc.identifier.urihttp://dx.doi.org/10.20381/ruor-3145
dc.language.isoen
dc.publisherUniversité d'Ottawa / University of Ottawa
dc.subjectForensic
dc.subjectDigital
dc.subjectENF
dc.subjectElectrical Network Frequency
dc.subjectAutoregressive
dc.subjectAR model
dc.subjectparametric
dc.subjectzero-crossing
dc.subjectFourier Transform
dc.subjectFFT
dc.subjectSTFT
dc.subjectShort time fourier transform
dc.subjectfluctuation
dc.subjectcorrelation
dc.subjectauthentic
dc.subjectaudio
dc.subjectDigital Signal Processing
dc.titleFeasibility of Using Electrical Network Frequency Fluctuations to Perform Forensic Digital Audio Authentication
dc.typeThesis
thesis.degree.disciplineGénie / Engineering
thesis.degree.levelMasters
thesis.degree.nameMASc
uottawa.departmentScience informatique et génie électrique / Electrical Engineering and Computer Science

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