master's thesis
BAT (Chiroptera) CALL SEQUENCE EXTRACTION FROM LONG SERIES OF FIELD AUDIO RECORDINGS USING MACHINE LEARNING

Domagoj Hackenberger Kutuzović (2017)
Sveučilište Josipa Jurja Strossmayera u Osijeku
Odjel za biologiju
Metadata
TitleIzdvajanje sekvenci glasanja šišmiša (Chiroptera) iz dugih nizova terenskih audio snimaka pomoću strojnog učenja
AuthorDomagoj Hackenberger Kutuzović
Mentor(s)Oleg Antonić (thesis advisor)
Abstract
Kontinuirano praćenje šišmiša (Chiroptera) na terenu rezultira nastankom dugih nizova terenskih audio snimaka. Ručni pregled ovih podataka zbog količine snimaka predstavlja vrlo zahtjevan zadatak. Kako bi se ubrzala analiza snimaka šišmiša izrađeni sustavi temeljeni na umjetnim neuronskim mrežama. Ovi sustavi imaju sposobnost automatskog izdvajanja sekvenci glasanja šišmiša iz dugih nizova audio snimaka.
KeywordsBats Chiroptera Artificial neural networks Detection Ultrasound Spectral analysis Machine learning
Parallel title (English)BAT (Chiroptera) CALL SEQUENCE EXTRACTION FROM LONG SERIES OF FIELD AUDIO RECORDINGS USING MACHINE LEARNING
Committee MembersAlma Mikuška (committee chairperson)
Oleg Antonić (committee member)
Goran Vignjević (committee member)
GranterSveučilište Josipa Jurja Strossmayera u Osijeku
Odjel za biologiju
PlaceOsijek
StateCroatia
Scientific field, discipline, subdisciplineNATURAL SCIENCES
Biology
Study programme typeuniversity
Study levelgraduate
Study programmeMaster of Science Graduate University Study Programme in Nature and Environmental Protection
Academic title abbreviationmag. prot. nat. et amb.
Genremaster's thesis
Language Croatian
Defense date2017-04-19
Parallel abstract (English)
Continious field monitoring of Bats (Chiroptera) often results with long series of field audio recordings. Manual analysis of such footage is a demanding task. To facilitate analysis of bat call footage, systems based on artificial neural networks were created. These systems have the ability to extract sequences of bat calls from long series of field audio recordings.
Parallel keywords (Croatian)Šišmiši Chiroptera Umjetne neuronske mreže Detekcija Ultrazvuk Spektralna analiza Strojno učenje
Resource typetext
Access conditionOpen access
Terms of usehttp://rightsstatements.org/vocab/InC/1.0/
URN:NBNhttps://urn.nsk.hr/urn:nbn:hr:181:159927
CommitterVesna Radman Meic