{"id":"https://openalex.org/W4372262734","doi":"https://doi.org/10.1109/icassp49357.2023.10096686","title":"BEANS: The Benchmark of Animal Sounds","display_name":"BEANS: The Benchmark of Animal Sounds","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372262734","doi":"https://doi.org/10.1109/icassp49357.2023.10096686"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10096686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10096686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5036557983","display_name":"Masato Hagiwara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masato Hagiwara","raw_affiliation_strings":["Earth Species Project"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020517965","display_name":"Benjamin Hoffman","orcid":"https://orcid.org/0000-0002-8922-0573"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Hoffman","raw_affiliation_strings":["Earth Species Project"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101719938","display_name":"Jen-Yu Liu","orcid":"https://orcid.org/0000-0003-1299-6688"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jen-Yu Liu","raw_affiliation_strings":["Earth Species Project"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008642368","display_name":"Maddie Cusimano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maddie Cusimano","raw_affiliation_strings":["Earth Species Project"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061784202","display_name":"Felix Effenberger","orcid":"https://orcid.org/0000-0003-0042-7373"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Effenberger","raw_affiliation_strings":["Earth Species Project"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Katie Zacarian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katie Zacarian","raw_affiliation_strings":["Earth Species Project"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9976999759674072,"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/T10659","display_name":"Marine animal studies overview","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.9046238660812378},{"id":"https://openalex.org/keywords/bioacoustics","display_name":"Bioacoustics","score":0.8760731220245361},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8244645595550537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6960225105285645},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6050904989242554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5773792266845703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5656277537345886},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5010685920715332},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4302911162376404},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1705932915210724},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09805577993392944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09382656216621399}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.9046238660812378},{"id":"https://openalex.org/C34951282","wikidata":"https://www.wikidata.org/wiki/Q864191","display_name":"Bioacoustics","level":2,"score":0.8760731220245361},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8244645595550537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6960225105285645},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6050904989242554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5773792266845703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5656277537345886},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5010685920715332},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4302911162376404},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1705932915210724},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09805577993392944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09382656216621399},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10096686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10096686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2052666245","https://openalex.org/W2099001231","https://openalex.org/W2108598243","https://openalex.org/W2161944985","https://openalex.org/W2194775991","https://openalex.org/W2295598076","https://openalex.org/W2526050071","https://openalex.org/W2590924240","https://openalex.org/W2751841560","https://openalex.org/W2757431469","https://openalex.org/W2770618123","https://openalex.org/W2797583228","https://openalex.org/W2900884109","https://openalex.org/W2907755528","https://openalex.org/W2923014074","https://openalex.org/W2943552823","https://openalex.org/W2950876814","https://openalex.org/W2971951156","https://openalex.org/W2982703100","https://openalex.org/W2995891495","https://openalex.org/W3033723397","https://openalex.org/W3039985104","https://openalex.org/W3135648777","https://openalex.org/W3156947595","https://openalex.org/W3168194750","https://openalex.org/W3176892407","https://openalex.org/W3197580070","https://openalex.org/W3208743843","https://openalex.org/W3209374680","https://openalex.org/W4210883322","https://openalex.org/W4225641627","https://openalex.org/W4226051760","https://openalex.org/W4286850188","https://openalex.org/W4375839990","https://openalex.org/W6746336887","https://openalex.org/W6750665317","https://openalex.org/W6762392948","https://openalex.org/W6772119380","https://openalex.org/W6796630211","https://openalex.org/W6799586247","https://openalex.org/W6803444062","https://openalex.org/W6803845853","https://openalex.org/W6809947431","https://openalex.org/W6889743928"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"The":[0,120,171],"use":[1],"of":[2,15,27,50,68,94,99,111,118,123,158,161,186],"machine":[3,112],"learning":[4,113],"(ML)":[5],"based":[6,29],"techniques":[7,30,70,84],"has":[8],"become":[9],"increasingly":[10],"popular":[11],"in":[12,71,115,127,183],"the":[13,18,24,48,66,109,116,151,156,166,184],"field":[14,49,117],"bioacoustics":[16,51,100],"over":[17],"last":[19],"years.":[20],"Fundamental":[21],"requirement":[22],"for":[23,80,168,192],"successful":[25],"application":[26],"ML":[28,69,163],"are":[31],"curated,":[32],"agreed":[33],"upon,":[34],"high-quality":[35],"datasets":[36,135],"and":[37,62,74,77,102,130,142,146,173],"benchmark":[38,121,172],"tasks":[39,61,101,126],"to":[40,64,85,107,150],"be":[41],"learned":[42],"on":[43],"a":[44,72,97,159,188],"given":[45],"dataset.":[46],"However,":[47],"so":[52],"far":[53],"lacks":[54],"such":[55],"public":[56,103],"benchmarks":[57],"which":[58],"cover":[59],"multiple":[60],"species":[63],"measure":[65,108],"performance":[67,110,157],"controlled":[73],"standardized":[75],"way":[76],"that":[78],"allows":[79],"benchmarking":[81],"newly":[82],"proposed":[83],"existing":[86],"ones.":[87],"Here,":[88],"we":[89,153],"propose":[90],"BEANS":[91],"(the":[92],"BEnchmark":[93],"ANimal":[95],"Sounds),":[96],"collection":[98],"datasets,":[104,152],"specifically":[105],"designed":[106],"algorithms":[114],"bioacoustics.":[119],"consists":[122],"two":[124],"common":[125],"bioacoustics:":[128],"classification":[129],"detection.":[131],"It":[132],"includes":[133],"12":[134],"covering":[136],"various":[137],"species,":[138],"including":[139],"birds,":[140],"land":[141],"marine":[143],"mammals,":[144],"anurans,":[145],"insects.":[147],"In":[148],"addition":[149],"also":[154],"present":[155],"set":[160],"standard":[162,190],"methods":[164],"as":[165],"baseline":[167,174],"task":[169],"performance.":[170],"code":[175],"is":[176],"made":[177],"publicly":[178],"available":[179],"<sup":[180],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[181],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[182],"hope":[185],"establishing":[187],"new":[189],"dataset":[191],"ML-based":[193],"bioacoustic":[194],"research.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}