{"id":"https://openalex.org/W2153273090","doi":"https://doi.org/10.1109/cbmi.2011.5972536","title":"An efficient method for the unsupervised discovery of signalling motifs in large audio streams","display_name":"An efficient method for the unsupervised discovery of signalling motifs in large audio streams","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2153273090","doi":"https://doi.org/10.1109/cbmi.2011.5972536","mag":"2153273090"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi.2011.5972536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2011.5972536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 9th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},"type":"article","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/A5016152101","display_name":"Armando Muscariello","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Armando Muscariello","raw_affiliation_strings":["IRISA, INRIA, CNRS, Rennes, France"],"affiliations":[{"raw_affiliation_string":"IRISA, INRIA, CNRS, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008190208","display_name":"Guillaume Gravier","orcid":"https://orcid.org/0000-0002-2266-5682"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Gravier","raw_affiliation_strings":["IRISA, INRIA, CNRS, Rennes, France"],"affiliations":[{"raw_affiliation_string":"IRISA, INRIA, CNRS, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111908492","display_name":"Fr\u00e9d\u00e9ric Bimbot","orcid":null},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frederic Bimbot","raw_affiliation_strings":["IRISA, INRIA, CNRS, Rennes, France"],"affiliations":[{"raw_affiliation_string":"IRISA, INRIA, CNRS, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016152101"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2802519937"],"apc_list":null,"apc_paid":null,"fwci":1.5598,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84312577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"145","last_page":"150"},"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":0.9969000220298767,"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":0.9958000183105469,"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":0.8328937292098999},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6488590836524963},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.45861127972602844},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4343099296092987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32719284296035767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28176096081733704},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09224638342857361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328937292098999},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6488590836524963},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.45861127972602844},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4343099296092987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32719284296035767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28176096081733704},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09224638342857361},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cbmi.2011.5972536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2011.5972536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 9th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:inria-00572817v1","is_oa":false,"landing_page_url":"https://inria.hal.science/inria-00572817","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Workshop on Content-Based Multimedia Indexing, Jun 2011, Madrid, Spain","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1539935047","https://openalex.org/W2042010365","https://openalex.org/W2083087666","https://openalex.org/W2103861099","https://openalex.org/W3021908862","https://openalex.org/W4241091371","https://openalex.org/W6604987197"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2010317732","https://openalex.org/W2483328176","https://openalex.org/W2061705145","https://openalex.org/W193205649","https://openalex.org/W45006177","https://openalex.org/W2016919266","https://openalex.org/W4293083682","https://openalex.org/W2061507057"],"abstract_inverted_index":{"Providing":[0],"effective":[1],"tools":[2],"to":[3,18,98,151],"navigate":[4],"and":[5,13,46,125],"access":[6],"through":[7],"long":[8],"audio":[9,38,55,75,103,148],"archives,":[10],"or":[11,59],"monitor":[12],"classify":[14],"broadcast":[15,113],"streams,":[16],"proves":[17],"be":[19],"an":[20],"extremely":[21],"challenging":[22],"task.":[23],"Main":[24],"issues":[25],"originate":[26],"from":[27],"the":[28,40,47,143,154],"varied":[29],"nature":[30],"of":[31,33,43,49,71,79,102,142,158],"patterns":[32,73,104],"interest":[34],"in":[35,74,112,129,137,161],"a":[36,64,93,99,117,130],"composite":[37],"environment,":[39],"massive":[41],"size":[42],"such":[44],"databases,":[45],"capability":[48],"performing":[50],"when":[51],"prior":[52],"knowledge":[53],"on":[54,147],"content":[56],"is":[57],"scarce":[58],"absent.":[60],"This":[61],"paper":[62],"proposes":[63],"computational":[65],"architecture":[66],"aimed":[67],"at":[68],"discovering":[69],"occurrences":[70],"repeating":[72,159],"streams":[76],"by":[77,90],"means":[78],"unsupervised":[80],"learning.":[81],"The":[82,134],"targeted":[83],"repetitions":[84],"(or":[85],"motifs)":[86],"are":[87],"called":[88],"signalling,":[89],"analogy":[91],"with":[92,153],"biological":[94],"nomenclature,":[95],"as":[96],"referring":[97],"broad":[100],"class":[101],"(as":[105],"jingles,":[106],"songs,":[107],"advertisements,":[108],"etc...)":[109],"frequently":[110],"occurring":[111],"audio.":[114],"We":[115],"adapt":[116],"system":[118],"originally":[119],"developed":[120],"for":[121],"word":[122],"discovery":[123,132],"applications,":[124],"demonstrate":[126],"its":[127],"effectiveness":[128],"song":[131],"scenario.":[133],"adaption":[135],"consists":[136],"speeding":[138],"up":[139],"critical":[140],"parts":[141],"computations,":[144],"mostly":[145],"based":[146],"feature":[149],"coarsening,":[150],"deal":[152],"large":[155],"occurrence":[156],"period":[157],"songs":[160],"radio":[162],"streams.":[163]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
