{"id":"https://openalex.org/W2045871908","doi":"https://doi.org/10.1109/avss.2014.6918643","title":"Cascade classifiers trained on gammatonegrams for reliably detecting audio events","display_name":"Cascade classifiers trained on gammatonegrams for reliably detecting audio events","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2045871908","doi":"https://doi.org/10.1109/avss.2014.6918643","mag":"2045871908"},"language":"en","primary_location":{"id":"doi:10.1109/avss.2014.6918643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2014.6918643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082731857","display_name":"Pasquale Foggia","orcid":"https://orcid.org/0000-0002-7096-1902"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Foggia","raw_affiliation_strings":["Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083939361","display_name":"Alessia Saggese","orcid":"https://orcid.org/0000-0003-4687-7994"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessia Saggese","raw_affiliation_strings":["Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067565879","display_name":"Nicola Strisciuglio","orcid":"https://orcid.org/0000-0002-7478-3509"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Strisciuglio","raw_affiliation_strings":["Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027593663","display_name":"Mario Vento","orcid":"https://orcid.org/0000-0002-2948-741X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Vento","raw_affiliation_strings":["Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Dept. of Computer Eng. and Electrical Eng. and Applied Mathematics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":1.7405,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85676613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8269072771072388},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.7373746633529663},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.6160778999328613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5976622104644775},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.5563983917236328},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5230863094329834},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5211851000785828},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47953057289123535},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.47929710149765015},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.47624993324279785},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47536414861679077},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.4564076364040375},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.15520772337913513},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.13704901933670044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8269072771072388},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.7373746633529663},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6160778999328613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5976622104644775},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.5563983917236328},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5230863094329834},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5211851000785828},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47953057289123535},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.47929710149765015},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.47624993324279785},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47536414861679077},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.4564076364040375},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.15520772337913513},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.13704901933670044},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/avss.2014.6918643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2014.6918643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"},{"id":"pmh:rug:oai:pure.rug.nl:publications/e43ed3f1-5950-4c4d-9331-2b5309c7e6dc","is_oa":false,"landing_page_url":"https://www.rug.nl/research/portal/en/publications/cascade-classifiers-trained-on-gammatonegrams-for-reliably-detecting-audio-events(e43ed3f1-5950-4c4d-9331-2b5309c7e6dc).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"11th IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2014, 50 - 55","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5199999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W5438179","https://openalex.org/W1489184006","https://openalex.org/W1968487420","https://openalex.org/W1988790447","https://openalex.org/W1990938546","https://openalex.org/W2011789996","https://openalex.org/W2021698626","https://openalex.org/W2050874186","https://openalex.org/W2089390156","https://openalex.org/W2097450352","https://openalex.org/W2118230268","https://openalex.org/W2121562595","https://openalex.org/W2151316819","https://openalex.org/W2164598857","https://openalex.org/W2165163503","https://openalex.org/W2170068989","https://openalex.org/W2170355566","https://openalex.org/W6600220327","https://openalex.org/W6682352165","https://openalex.org/W6684426735"],"related_works":["https://openalex.org/W2289868279","https://openalex.org/W4231351862","https://openalex.org/W4212794605","https://openalex.org/W4315836293","https://openalex.org/W4243888788","https://openalex.org/W2769884427","https://openalex.org/W2088690926","https://openalex.org/W2157165686","https://openalex.org/W2371215329","https://openalex.org/W1975359510"],"abstract_inverted_index":{"In":[0],"this":[1,47],"paper":[2],"we":[3,21],"propose":[4,22],"a":[5,33,90],"novel":[6],"method":[7],"for":[8,66,97],"the":[9,26,29,38,42,45,52,55,76,83,101,109],"detection":[10,78],"of":[11,13,28,41,44,54,61,69,71,82,94,108],"events":[12,70,96],"interest":[14],"through":[15,32],"audio":[16,30,95],"analysis.":[17],"The":[18,80],"system":[19,85],"that":[20],"is":[23,49,73],"based":[24],"on":[25,89],"representation":[27,48],"streams":[31],"Gammatone":[34],"image,":[35],"which":[36],"describes":[37],"time-frequency":[39],"distribution":[40],"energy":[43],"signal;":[46],"inspired":[50],"by":[51],"functioning":[53],"human":[56],"auditory":[57],"system.":[58],"A":[59],"pool":[60],"AdaBoost":[62],"cascade":[63],"classifiers,":[64],"one":[65],"each":[67],"class":[68],"interest,":[72],"involved":[74],"in":[75],"event":[77],"stage.":[79],"performance":[81],"proposed":[84],"has":[86],"been":[87],"evaluated":[88],"large":[91],"data":[92],"set":[93],"surveillance":[98],"applications":[99],"and":[100],"achieved":[102],"results,":[103],"compared":[104],"with":[105],"two":[106],"state":[107],"art":[110],"approaches,":[111],"confirm":[112],"its":[113],"effectiveness.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
