{"id":"https://openalex.org/W2785930174","doi":"https://doi.org/10.1109/apsipa.2017.8282049","title":"Music thumbnailing via neural attention modeling of music emotion","display_name":"Music thumbnailing via neural attention modeling of music emotion","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2785930174","doi":"https://doi.org/10.1109/apsipa.2017.8282049","mag":"2785930174"},"language":"en","primary_location":{"id":"doi:10.1109/apsipa.2017.8282049","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipa.2017.8282049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","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/A5047723511","display_name":"Yu-Siang Huang","orcid":"https://orcid.org/0000-0002-2350-8080"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Siang Huang","raw_affiliation_strings":["Research Center of Information Technology Innovation, Academia Sinica, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of Information Technology Innovation, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103126460","display_name":"Szu-Yu Chou","orcid":"https://orcid.org/0000-0002-5201-0580"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Szu-Yu Chou","raw_affiliation_strings":["Research Center of Information Technology Innovation, Academia Sinica, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of Information Technology Innovation, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061291906","display_name":"Yi\u2010Hsuan Yang","orcid":"https://orcid.org/0000-0002-2724-6161"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Hsuan Yang","raw_affiliation_strings":["Research Center of Information Technology Innovation, Academia Sinica, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of Information Technology Innovation, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210086894"],"apc_list":null,"apc_paid":null,"fwci":2.2425,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89755665,"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":"347","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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":1.0,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.998199999332428,"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/chorus","display_name":"Chorus","score":0.9437905550003052},{"id":"https://openalex.org/keywords/thumbnail","display_name":"Thumbnail","score":0.9255645275115967},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6084372997283936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982173085212708},{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.5701499581336975},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.48907142877578735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3285035789012909},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11875572800636292},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.11161181330680847}],"concepts":[{"id":"https://openalex.org/C2780832652","wikidata":"https://www.wikidata.org/wiki/Q5105266","display_name":"Chorus","level":2,"score":0.9437905550003052},{"id":"https://openalex.org/C160174412","wikidata":"https://www.wikidata.org/wiki/Q873806","display_name":"Thumbnail","level":3,"score":0.9255645275115967},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6084372997283936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982173085212708},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.5701499581336975},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.48907142877578735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3285035789012909},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11875572800636292},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.11161181330680847},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsipa.2017.8282049","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipa.2017.8282049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1519655822","https://openalex.org/W1977252617","https://openalex.org/W1983507146","https://openalex.org/W1996700177","https://openalex.org/W2059224076","https://openalex.org/W2123991323","https://openalex.org/W2133564696","https://openalex.org/W2171848217","https://openalex.org/W2182396746","https://openalex.org/W2576859507","https://openalex.org/W2604490051","https://openalex.org/W2885029858","https://openalex.org/W2963143316","https://openalex.org/W2964308564","https://openalex.org/W6631117800","https://openalex.org/W6679434410","https://openalex.org/W6683074461","https://openalex.org/W6685806864","https://openalex.org/W6732421603","https://openalex.org/W6753762981"],"related_works":["https://openalex.org/W2809745188","https://openalex.org/W2494818933","https://openalex.org/W2475648064","https://openalex.org/W2349772854","https://openalex.org/W3152157429","https://openalex.org/W2364547139","https://openalex.org/W2139934687","https://openalex.org/W2357558268","https://openalex.org/W3211508905","https://openalex.org/W2394476589"],"abstract_inverted_index":{"The":[0,86],"goal":[1],"of":[2,12,22,29,58,92,96,105,113,144,152,161,175],"music":[3,30,83],"thumbnailing":[4],"is":[5,31],"to":[6,32,54,76,140],"find":[7],"a":[8,13,26,42,67,77,97,111,124,167,185],"short,":[9],"continuous":[10],"segment":[11],"song":[14,98,128],"that":[15,25,158,172],"represents":[16],"the":[17,23,55,90,101,106,131,137,145,162,176,178],"whole":[18,168],"song.":[19,107],"In":[20],"light":[21],"observation":[24],"main":[27],"function":[28],"communicate":[33],"emotions,":[34],"in":[35,99,182],"this":[36,62,109],"short":[37],"paper":[38],"we":[39,65],"investigate":[40],"whether":[41,136],"representative":[43],"part":[44],"selected":[45],"by":[46],"some":[47],"automatic":[48],"mechanism":[49],"for":[50,82,126,159,173],"emotion":[51,84,103,117],"recognition":[52],"corresponds":[53,139],"chorus":[56,142,153,169,186],"section":[57,143],"music.":[59],"To":[60,108],"address":[61],"research":[63],"question,":[64],"introduce":[66],"so-called":[68],"attention":[69,87],"layer":[70,88],"with":[71,116,150,184],"long-short":[72],"term":[73],"memory":[74],"cells":[75],"deep":[78],"convolutional":[79],"neural":[80],"network":[81],"classification.":[85],"estimates":[89],"importance":[91,132],"each":[93,127],"3-second":[94],"chunk":[95],"predicting":[100],"song-level":[102],"labels":[104,118],"end,":[110],"collection":[112],"31K":[114],"songs":[115,163,177],"are":[119],"used.":[120],"We":[121],"then":[122],"generate":[123],"thumbnail":[125,138],"based":[129],"on":[130],"scores":[133],"and":[134,171],"examine":[135],"any":[141],"song,":[146],"using":[147],"another":[148],"dataset":[149],"annotations":[151],"sections.":[154],"Our":[155],"experiment":[156],"shows":[157],"35%":[160],"our":[164],"thumbnails":[165,179],"contain":[166],"section,":[170],"80%":[174],"overlap":[180],"50%":[181],"time":[183],"section.":[187],"<sup":[188],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[189],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
