{"id":"https://openalex.org/W2605664483","doi":"https://doi.org/10.14801/jkiit.2017.15.3.65","title":"A Comparison between Methods for Scream Detection Based on SVM and GMM","display_name":"A Comparison between Methods for Scream Detection Based on SVM and GMM","publication_year":2017,"publication_date":"2017-03-31","ids":{"openalex":"https://openalex.org/W2605664483","doi":"https://doi.org/10.14801/jkiit.2017.15.3.65","mag":"2605664483"},"language":"en","primary_location":{"id":"doi:10.14801/jkiit.2017.15.3.65","doi":"https://doi.org/10.14801/jkiit.2017.15.3.65","is_oa":false,"landing_page_url":"https://doi.org/10.14801/jkiit.2017.15.3.65","pdf_url":null,"source":{"id":"https://openalex.org/S4210201406","display_name":"The Journal of Korean Institute of Information Technology","issn_l":"1598-8619","issn":["1598-8619","2093-7571"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered"],"host_organization":"https://openalex.org/P4310315235","host_organization_name":"Indonesian Institute of Information Technology","host_organization_lineage":["https://openalex.org/P4310315235"],"host_organization_lineage_names":["Indonesian Institute of Information Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Korean Institute of Information Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101639581","display_name":"Suk-Hwan Chung","orcid":"https://orcid.org/0000-0002-1898-4947","observed_orcids":["https://orcid.org/0000-0002-1898-4947"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suk-Hwan Chung","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070004655","display_name":"Yong-Joo Chung","orcid":"https://orcid.org/0000-0002-0060-1178","observed_orcids":["https://orcid.org/0000-0002-0060-1178"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong-Joo Chung","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.397,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.58195525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"15","issue":"3","first_page":"65","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.4948999881744385,"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":0.4948999881744385,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.43290001153945923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.05040000006556511,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scream-detection","display_name":"scream detection","score":0.9829999804496765},{"id":"https://openalex.org/keywords/sound-event-detection","display_name":"sound event detection","score":0.48100000619888306},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9190000295639038},{"id":"https://openalex.org/keywords/gaussian-mixture-model","display_name":"Gaussian mixture model","score":0.9980000257492065},{"id":"https://openalex.org/keywords/pedestrian-safety","display_name":"pedestrian safety","score":0.6349999904632568},{"id":"https://openalex.org/keywords/public-space-surveillance","display_name":"public space surveillance","score":0.609000027179718}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8736057281494141},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6993659138679504},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.6955961585044861},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6931328773498535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41086477041244507}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14801/jkiit.2017.15.3.65","doi":"https://doi.org/10.14801/jkiit.2017.15.3.65","is_oa":false,"landing_page_url":"https://doi.org/10.14801/jkiit.2017.15.3.65","pdf_url":null,"source":{"id":"https://openalex.org/S4210201406","display_name":"The Journal of Korean Institute of Information Technology","issn_l":"1598-8619","issn":["1598-8619","2093-7571"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered"],"host_organization":"https://openalex.org/P4310315235","host_organization_name":"Indonesian Institute of Information Technology","host_organization_lineage":["https://openalex.org/P4310315235"],"host_organization_lineage_names":["Indonesian Institute of Information Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Korean Institute of Information Technology","raw_type":"journal-article"},{"id":"mag:2618710283","doi":null,"is_oa":false,"landing_page_url":"http://www.dbpia.co.kr/Article/NODE07126735","pdf_url":null,"source":{"id":"https://openalex.org/S4306496873","display_name":"\ud55c\uad6d\uc815\ubcf4\uae30\uc220\ud559\ud68c\ub17c\ubb38\uc9c0","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"\ud55c\uad6d\uc815\ubcf4\uae30\uc220\ud559\ud68c\ub17c\ubb38\uc9c0","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2618710283","https://openalex.org/W2791876545","https://openalex.org/W4246253932","https://openalex.org/W7129646434","https://openalex.org/W2727159207","https://openalex.org/W1859636279","https://openalex.org/W7084254152","https://openalex.org/W4392800828","https://openalex.org/W7015268993","https://openalex.org/W7160412434"],"abstract_inverted_index":{"\ucd5c\uadfc":[0],"\ub4e4\uc5b4":[1],"\uac15\ub825\ubc94\uc8c4\ub4e4\uc774":[2],"\uacf5\uacf5\ud654\uc7a5\uc2e4\uc774\ub098":[3],"\ub178\uc0c1\uacfc":[4],"\uac19\uc740":[5],"\uacf5\uacf5\uc7a5\uc18c\uc5d0\uc11c":[6],"\ube48\ubc88\uc774":[7],"\uc77c\uc5b4\ub098\uc11c":[8],"\uc0ac\ud68c\uc801":[9],"\ubb38\uc81c\ub85c":[10],"\uae09\ubd80\uc0c1\ud558\uace0":[11],"\uc788\ub2e4.":[12],"\uc774\ub85c":[13],"\uc778\ud574":[14],"\uc77c\ubc18\uc801\uc778":[15],"\ubcf4\ud589\uc790\ub4e4\uc758":[16],"\uc548\uc804":[17],"\ubb38\uc81c\ub97c":[18],"\uc704\ud55c":[19],"\uac10\uc2dc\uc2dc\uc2a4\ud15c\uc758":[20],"\uc911\uc694\uc131\uc740":[21],"\uc810\ucc28":[22],"\uc99d\ub300\ub418\uc5b4\uac00\ub294":[23],"\ucd94\uc138\uc774\ub2e4.":[24],"\ud558\uc9c0\ub9cc":[25],"\uae30\uc874\uc758":[26],"\uc2dc\uac01":[27],"\uac10\uc2dc":[28],"\uc2dc\uc2a4\ud15c\ub9cc\uc73c\ub85c\ub294":[29],"\uc5ec\ub7ec":[30],"\ud55c\uacc4\uc810\uc774":[31],"\uc788\uc5b4":[32],"\uc624\ub514\uc624":[33],"\uac80\ucd9c":[34],"\uae30\ub2a5\uc744":[35],"\ucd94\uac00\ud558\uc5ec":[36],"\ubcf4\uc644\ud558\ub824\ub294":[37],"\ub9ce\uc740":[38],"\uc2dc\ub3c4\uac00":[39],"\uc788\uc5c8\ub2e4.":[40,112,139],"\ubcf8":[41],"\uc5f0\uad6c\uc5d0\uc11c\ub294,":[42],"SVM(Support":[43],"Vector":[44],"Machine)\uacfc":[45],"GMM(Gaussian":[46],"Mixture":[47],"Machine)":[48],"\uae30\ubc95\uc744":[49],"\uac01\uac01":[50,118],"\ud65c\uc6a9\ud558\uc5ec":[51],"\uc0ac\ub78c\uc758":[52],"\ube44\uba85\uc18c\ub9ac\ub97c":[53],"\uac80\ucd9c\ud558\uace0\uc790":[54],"\ud558\uc600\uc73c\uba70,":[55],"\uadf8":[56],"\ub450":[57,127],"\ubc29\ubc95":[58],"\uac04\uc758":[59],"\uc131\ub2a5\uc744":[60],"\ub2e4\uc591\ud55c":[61],"\uc2e4\ud5d8\uc744":[62],"\ud1b5\ud558\uc5ec":[63,115,130],"\uc0c1\ud638":[64],"\ube44\uad50\ud558\uc600\ub2e4.":[65],"\uc778\uc2dd\uc2e4\ud5d8":[66],"\uacb0\uacfc,":[67],"SVM\uc758":[68],"\uacbd\uc6b0\uc5d0\ub294":[69],"\uc57d":[70,90],"0.559%\uc758":[71],"False":[72,92],"Positive":[73],"\uac12\uc744":[74,94],"\uc5bb\uc744":[75,95],"\uc218":[76,96,111,124,134,138],"\uc788\uc5c8\uc73c\uba70,":[77,125],"\uc774\ub294":[78],"\ube44\uba85\uc5d0":[79],"\ub300\ud55c":[80,106],"\uc624\uc778\uc2dd\uc774":[81],"\uc77c\uc5b4\ub0a0":[82],"\uac00\ub2a5\uc131\uc774":[83],"\ub9e4\uc6b0":[84],"\uc791\uc74c\uc744":[85],"\uc758\ubbf8\ud55c\ub2e4.":[86],"\ubc18\uba74\uc5d0,":[87],"GMM\uc758":[88],"\uacbd\uc6b0":[89],"12.03%\uc758":[91],"Negative":[93],"\uc788\uc5c8\ub294\ub370,":[97],"\uc774\ub97c":[98],"\ud1b5\ud574\uc11c":[99],"GMM":[100],"\ubc29\uc2dd\uc740":[101],"SVM":[102],"\ubc29\uc2dd\uc5d0":[103],"\ube44\ud574":[104],"\ube44\uba85\uc778\uc2dd\uc5d0":[105],"\ubbfc\uac10\ub3c4\uac00":[107],"\uc0c1\ub300\uc801\uc73c\ub85c":[108],"\uc591\ud638\ud568\uc744":[109],"\uc54c":[110,123],"\uc774\ub7ec\ud55c":[113],"\uacb0\uacfc\ub97c":[114],"GMM\uacfc":[116],"SVM\uc740":[117],"\ub69c\ub837\uc774":[119],"\uad6c\ubcc4\ub418\ub294":[120],"\uc7a5\uc810\uc744":[121],"\uac00\uc9d0\uc744":[122],"\ud5a5\ud6c4":[126],"\ubc29\uc2dd\uc758":[128],"\uacb0\ud569\uc744":[129],"\uc131\ub2a5":[131],"\ud5a5\uc0c1\uc774":[132],"\uc774\ub8e8\uc5b4\uc9c8":[133],"\uc788\ub294":[135],"\uac00\ub2a5\uc131\uc744":[136],"\ud655\uc778\ud560":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-04-28T00:00:00"}