Forenzička analiza audia

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Forenzička analiza audiaDefinicijePodručjeForensic Audio Authentication and Analysis Services (https://www.youtube.com/watch?v=UsxgNN13kcY)Razližite uloge u njemuKorisniciProizvođačiDobavljačiKonzultantiAudio Authentication Services (https://www.audioforensicexpert.com/forensic-audio-authentication/)IstraživačiMuhammad ImranZulfiqar AliEdukatoriRobert C. MaherRiječnikČesti pojmovihttps://docs.google.com/document/d/1QFnuiVGpvCgw-yJMW73SnLiakfzFEH4fJRzyw8k1MtM/edit?usp=sharingSudioniciOrganizacijeDržavna tijelaUdrugeAudio Engineering Society (https://www.aes.org)TvrtkeProizvođačiKonzultantiPojedinciIz svijetaCatalin Grigoras (University of Colorado) - https://www.researchgate.net/profile/Catalin_Grigoras/researchFrancis Nolan (University of Cambridge) - https://www.researchgate.net/scientific-contributions/Francis-Nolan-2162742656HRObrazovanjeSveučilištaLiverpool John Moores University (https://www.findamasters.com/masters-degrees/course/audio-forensics-and-restoration-msc/?i147d3863c57316)Cjeloživotno obrazovanjeCertifikatiAudio-Video Forensic Analyst (https://www.eta-i.org/additional_certifications.html)RegulativaPropisiZakoniPravilniciPreporukehttps://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/880708/Codes_of_Practice_and_Conduct_-_Issue_5.pdfNormeSvjetskeHRDeFactoInformacijeKnjigeČasopisiIEEE/ACM Transactions on Audio, Speech, and Language Processing (https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6570655)The Journal of the Audio Engineering Society (https://www.aes.org/journal/)Članci - općenitoAudio Forensic Examination (https://www.montana.edu/rmaher/publications/maher_ieeespmag_0309_84-94.pdf)Principles of Forensic Audio Analysis (https://www.springer.com/gp/book/9783319994529#aboutBook)Overview of Audio Forensics (https://www.researchgate.net/publication/226901155_Overview_of_Audio_Forensics)Introduction to Forensic Audio Analysis: Authenticity, Enhancement, and Interpretation (https://www.researchgate.net/publication/328797816_Introduction_to_Forensic_Audio_Analysis_Authenticity_Enhancement_and_Interpretation)History of Audio Forensics (https://www.researchgate.net/publication/328796441_History_of_Audio_Forensics)A Simplified Guide To Forensic Audio and Video Analysis (http://www.forensicsciencesimplified.org/av/AudioVideo.pdf)Core Competencies for Forensic Audio (https://drive.google.com/file/d/1Foire2snjUrD3RK8H-dVH5c4pthtCYru/view)Best Practices for Forensic Audio (https://drive.google.com/file/d/1WgvWjwwQI61Zfk9prN1P-8bbUJNQsP3e/view)Accuracy enhancement in environment sound recognition using ZC features and MPEG-7 with modified K-NN classifier feature (https://ieeexplore.ieee.org/document/6041406)Websiteshttps://acoustid.org/chromaprintForumihttps://www.forensicfocus.com/forums/general/audioforensic/E-mail listeForensicAudio@yahoogroups.comData setsUrban sound data set (https://urbansounddataset.weebly.com/urbansound8k.html)Voice with metadata data set (https://commonvoice.mozilla.org/en/datasets)10 second audio clips data set (https://research.google.com/audioset/download.html)Spoken digit data set (https://github.com/Jakobovski/free-spoken-digit-dataset)Linguistic Data Consortium(https://catalog.ldc.upenn.edu/LDC2014S02 i https://catalog.ldc.upenn.edu/LDC93S1) - korišteno za:Blind Detection of Copy-Move Forgery in Digital Audio Forensics - obrađenaInnovative Method for Unsupervised Voice Activity Detection and Classification of Audio SegmentsAn Automatic Digital Audio Authentication/Forensics System - obrađenaDogađanjaKonferencijeAES International Conference on Audio Forensics (https://secure.aes.org/members/insidetrack/201902/)SajmoviPodcastsAdobe Audition Podcast (https://open.spotify.com/show/1LJB6kdzVHYmmhnTZ8HRoV?si=2nLMrzXrRNKH660-bXygWg)OstaloIzvori financiranja za istraživanjaProračunskiIndustrijaFondoviHrvatska zaklada za znanost (https://hrzz.hr/)EU funding (https://europa.eu/european-union/about-eu/funding-grants_en)PojedinciDomensko znanjeCan I recognize the speaker ?Phonexia (https://www.phonexia.com/en/product/voice-verify)Can I extract specific sound from recording (bell, car, plane ….)Audacity (https://www.audacityteam.org/)Audio Recording Location Identification Using Acoustic Environment Signature (https://ieeexplore.ieee.org/document/6582548)Best Practices for the Enhancement of Digital Audio (https://drive.google.com/file/d/1x6j2IWjlVJqWE_YMeEEe1VfVEucFODhU/view)ENF Signal Enhancement in Audio Recordings (https://ieeexplore.ieee.org/document/8894138)Speech enhancement for forensic applications using dynamic time warping and wavelet packet analysis (https://ieeexplore.ieee.org/document/648248)A proposed framework for forensic audio enhancement (https://www.ucdenver.edu/docs/librariesprovider27/ncmf-docs/theses/zjalic_thesis_fall2017.pdf?sfvrsn=784e97b8_2)Can I extract one voice from chatter ?Phonexia (https://www.phonexia.com/en/product/speaker-identification)Can I extract voice from background noiseAdobe Audition (https://www.adobe.com/products/audition.html)Phonexia (https://www.phonexia.com/en/use-case/audio-forensics-software/)Dalje...Can I compare two audio recordings ?Simple method: Acoustic fingerprintingSpectrogramSpectrum Analyzer (https://academo.org/demos/spectrum-analyzer/)FpcalcChromaprint"How does Chromaprint work?" (https://oxygene.sk/2011/01/how-does-chromaprint-work/)Other methodsAnalysis of Audio Features for Music Representation (https://ieeexplore.ieee.org/document/8748783)Can I identify the gender of a speaker?Phonexia (https://www.phonexia.com/en/product/gender-identification)Can I estimate the speaker's age?Phonexia (https://www.phonexia.com/en/product/age-estimation)Can I identify the speaker's language?Phonexia (https://www.phonexia.com/en/product/language-identification/)Can I separate more speakers from a recording?Phonexia (https://www.phonexia.com/en/product/speaker-diarization)Detecting liesHow Audio Forensics Reveals Voices’ Secrets (https://www.livescience.com/19506-audio-forensics-reveals-voices-secrets.html)Can I detect if audio material was manipulated?ENF Analysis"Applications of ENF Analysis in Forensic Authentication of Digital Audio and Video Recordings" (https://www.researchgate.net/publication/288382727_Applications_of_ENF_Analysis_in_Forensic_Authentication_of_Digital_Audio_and_Video_Recordings)vezano uz detekciju grešaka u digitalnim audio snimkama, detekciju izrezivanja i ubacivanja sadržaja - "A Study on ENF Discontinuity Detection Techniques" (https://ieeexplore.ieee.org/document/6079489) On Practical Issues of ENF Based Audio Forensics(https://www.researchgate.net/publication/312106496_On_Practical_Issues_of_ENF_Based_Audio_Forensics)Blind Detection of Copy-Move Forgery in Digital Audio Forensics (https://ieeexplore.ieee.org/document/7954589)An automatic Digital Audio Authentication/Forensics System (https://ieeexplore.ieee.org/document/7864411)Best Practices for Digital Audio Authentication (https://drive.google.com/file/d/1dcmOt-8Evyhf3E9iU_b1C4aNbANVsCcx/view)Antiforensic methodsAnti-Forensics of Audio Source Identification Using Generative Adversarial Network(https://www.researchgate.net/publication/337955727_Anti-Forensics_of_Audio_Source_Identification_Using_Generative_Adversarial_Network)Digitalna antiforenzika–manipulacija procesom digitalne istrage(https://www.researchgate.net/publication/279175024_Digitalna_antiforenzika-manipulacija_procesom_digitalne_istrage)Can I determine whether someone is speaking or not in an audio?Innovative Method for Unsupervised Voice Activity Detection and Classification of Audio Segments (https://ieeexplore.ieee.org/document/8290827)Can I determine the exact time and place of an audio record origin?Izvlačenje ENF značajki iz zvuka i usporedba s bazom podataka - Techniques for the Authentication of Digital Audio Recordings (https://www.researchgate.net/publication/270159202_Techniques_for_the_authentication_of_digital_audio_recordings)AEI - Acoustic Environment Identification and Its Applications to Audio Forensics(https://www.researchgate.net/publication/260299685_Acoustic_Environment_Identification_and_Its_Applications_to_Audio_Forensics)ProjektiHR projektiMeđunarodni projektiREWIND FET Open projectNaša predavanjaIntroduction to forensic audio analysis (Nina Zuccon)https://docs.google.com/presentation/d/1yKTHZYlJqIfUmcL9Zclaeldy502dyW4fZztLdzaccy4/edit?usp=sharingAudio enhancement (Tin Komerički)https://docs.google.com/presentation/d/1d9GqaEnQ5cnx6yhyMiI1Lw2Gs2NoI-lZAE6yyQNvSzY/edit#slide=id.gab8c7a5bc9_0_155Autentičnost i Integritet audio zapisa (Tomislav Markovac)https://ferhr-my.sharepoint.com/:p:/g/personal/tm50053_fer_hr/EZSWfCtkVnVHu1EbVTXssYsBKUBaT49fLf-J_O4E50xA6Q?e=kppwcl