{"id":"https://openalex.org/W4403183397","doi":"https://doi.org/10.1109/is262782.2024.10704135","title":"AudioInsight: Online Exploration of Large Audio Datasets for Musical Acoustics","display_name":"AudioInsight: Online Exploration of Large Audio Datasets for Musical Acoustics","publication_year":2024,"publication_date":"2024-09-30","ids":{"openalex":"https://openalex.org/W4403183397","doi":"https://doi.org/10.1109/is262782.2024.10704135"},"language":"en","primary_location":{"id":"doi:10.1109/is262782.2024.10704135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is262782.2024.10704135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 5th International Symposium on the Internet of Sounds (IS2)","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/A5092680951","display_name":"Michael Starakis","orcid":"https://orcid.org/0009-0007-8106-8208"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]},{"id":"https://openalex.org/I4210095522","display_name":"FORTH Institute of Mediterranean Studies","ror":"https://ror.org/00srf2p02","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210095522","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Michael Starakis","raw_affiliation_strings":["Hellenic Mediterranean University,Department of Music Technology and Acoustics,Rethymnon,Greece","Department of Music Technology and Acoustics, Hellenic Mediterranean University, Rethymnon, Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Mediterranean University,Department of Music Technology and Acoustics,Rethymnon,Greece","institution_ids":["https://openalex.org/I4210095522","https://openalex.org/I28710699"]},{"raw_affiliation_string":"Department of Music Technology and Acoustics, Hellenic Mediterranean University, Rethymnon, Greece","institution_ids":["https://openalex.org/I4210095522","https://openalex.org/I28710699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014026891","display_name":"Chrisoula Alexandraki","orcid":"https://orcid.org/0000-0002-5878-5010"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]},{"id":"https://openalex.org/I4210095522","display_name":"FORTH Institute of Mediterranean Studies","ror":"https://ror.org/00srf2p02","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210095522","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chrisoula Alexandraki","raw_affiliation_strings":["Hellenic Mediterranean University,Department of Music Technology and Acoustics,Rethymnon,Greece","Department of Music Technology and Acoustics, Hellenic Mediterranean University, Rethymnon, Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Mediterranean University,Department of Music Technology and Acoustics,Rethymnon,Greece","institution_ids":["https://openalex.org/I4210095522","https://openalex.org/I28710699"]},{"raw_affiliation_string":"Department of Music Technology and Acoustics, Hellenic Mediterranean University, Rethymnon, Greece","institution_ids":["https://openalex.org/I4210095522","https://openalex.org/I28710699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092680951"],"corresponding_institution_ids":["https://openalex.org/I28710699","https://openalex.org/I4210095522"],"apc_list":null,"apc_paid":null,"fwci":0.375,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57736374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.998199999332428,"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":0.998199999332428,"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":0.9890000224113464,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9828000068664551,"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/musical","display_name":"Musical","score":0.7295850515365601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.655979335308075},{"id":"https://openalex.org/keywords/musical-acoustics","display_name":"Musical acoustics","score":0.6183972358703613},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.48868778347969055},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4622708261013031},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07219693064689636},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.06597185134887695},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.06411617994308472}],"concepts":[{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.7295850515365601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.655979335308075},{"id":"https://openalex.org/C178884764","wikidata":"https://www.wikidata.org/wiki/Q510293","display_name":"Musical acoustics","level":3,"score":0.6183972358703613},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.48868778347969055},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4622708261013031},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07219693064689636},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.06597185134887695},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.06411617994308472}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is262782.2024.10704135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is262782.2024.10704135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 5th International Symposium on the Internet of Sounds (IS2)","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":38,"referenced_works":["https://openalex.org/W1961845056","https://openalex.org/W2001619934","https://openalex.org/W2053347927","https://openalex.org/W2077275352","https://openalex.org/W2090847193","https://openalex.org/W2102337314","https://openalex.org/W2107554012","https://openalex.org/W2137637927","https://openalex.org/W2187089797","https://openalex.org/W2191779130","https://openalex.org/W2289218997","https://openalex.org/W2295124130","https://openalex.org/W2516678343","https://openalex.org/W2619631294","https://openalex.org/W2784241156","https://openalex.org/W2786672974","https://openalex.org/W2795226127","https://openalex.org/W2886887279","https://openalex.org/W2891305617","https://openalex.org/W2896309540","https://openalex.org/W2961269636","https://openalex.org/W2964101465","https://openalex.org/W3031617143","https://openalex.org/W3111307227","https://openalex.org/W3127102982","https://openalex.org/W3162449204","https://openalex.org/W3203004311","https://openalex.org/W4244313589","https://openalex.org/W4287231659","https://openalex.org/W4323519173","https://openalex.org/W4376601565","https://openalex.org/W4386099132","https://openalex.org/W4391028337","https://openalex.org/W4392738994","https://openalex.org/W6683161245","https://openalex.org/W6687322159","https://openalex.org/W6752085070","https://openalex.org/W7047381192"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2003007770","https://openalex.org/W2622805013","https://openalex.org/W4308444548","https://openalex.org/W2052002770"],"abstract_inverted_index":{"New":[0],"perspectives":[1],"in":[2,16,88,94],"correlating":[3,24],"physical":[4],"and":[5,19,40,96,102,113,118,127,147],"perceptual":[6],"characteristics":[7],"of":[8,36,43,61,72,84,115,142,166],"musical":[9,65,152],"instruments":[10],"have":[11],"emerged":[12],"through":[13,28,155],"recent":[14],"advancements":[15],"machine":[17],"learning":[18,31],"high-performance":[20],"computing.":[21],"Driving":[22],"such":[23],"processes,":[25],"for":[26,45,57,64,108],"instance":[27],"training":[29],"deep":[30],"models,":[32],"requires":[33],"the":[34,41,58,81,164],"assembly":[35],"large":[37],"audio":[38],"datasets":[39,63,154],"development":[42],"tools":[44,107],"Exploratory":[46],"Data":[47],"Analysis":[48],"(EDA).":[49],"This":[50,67],"article":[51],"presents":[52],"AudioInsight,":[53],"a":[54,70,89],"web":[55],"application":[56,68,162],"audio-visual":[59],"exploration":[60],"sound":[62,91],"acoustics.":[66],"is":[69],"by-product":[71],"our":[73],"research":[74],"on":[75],"drumhead":[76],"acoustics,":[77],"which":[78],"aims":[79],"at":[80],"computational":[82],"inference":[83],"damping":[85],"strategies":[86],"resulting":[87],"desired":[90],"texture.":[92],"Developed":[93],"Python":[95],"Dash-Plotly,":[97],"AudioInsight":[98,122],"features":[99],"an":[100,160],"interactive":[101],"responsive":[103],"user":[104],"interface":[105],"providing":[106],"dataset":[109,125],"exploration,":[110],"statistical":[111],"analysis":[112],"visualization":[114],"parameter":[116],"distributions":[117],"relevant":[119],"correlations.":[120],"Moreover,":[121],"permits":[123],"generating":[124],"clusters":[126],"exploring":[128],"sounds":[129],"by":[130],"interactively":[131],"navigating":[132],"within":[133,163],"their":[134],"2D":[135],"or":[136],"3D":[137],"graphic":[138],"representations.":[139],"Future":[140],"enhancements":[141],"this":[143],"application,":[144],"allowing":[145],"musicians":[146],"researchers":[148],"to":[149,151],"contribute":[150],"instrument":[153],"crowdsourcing,":[156],"may":[157],"serve":[158],"as":[159],"example":[161],"Internet":[165],"Sounds":[167],"(IoS)":[168],"ecosystem.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}