{"id":"https://openalex.org/W3198715247","doi":"https://doi.org/10.21437/interspeech.2021-1969","title":"Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild","display_name":"Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild","publication_year":2021,"publication_date":"2021-08-27","ids":{"openalex":"https://openalex.org/W3198715247","doi":"https://doi.org/10.21437/interspeech.2021-1969","mag":"3198715247"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2021-1969","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2021-1969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2021","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/A5054300849","display_name":"Georgios Rizos","orcid":"https://orcid.org/0000-0003-2483-5574"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Georgios Rizos","raw_affiliation_strings":["GLAM -Group on Language, Audio, & Music, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"GLAM -Group on Language, Audio, & Music, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012153893","display_name":"Jenna Lawson","orcid":"https://orcid.org/0000-0001-5166-5510"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jenna Lawson","raw_affiliation_strings":["Department of Life Sciences, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088379988","display_name":"Zhuoda Han","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhuoda Han","raw_affiliation_strings":["MatchLAB -Department of Electrical and Electronic Engineering, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"MatchLAB -Department of Electrical and Electronic Engineering, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113788798","display_name":"Duncan Butler","orcid":"https://orcid.org/0000-0001-8634-2391"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Duncan Butler","raw_affiliation_strings":["Department of Life Sciences, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002664185","display_name":"James Rosindell","orcid":"https://orcid.org/0000-0002-5060-9346"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Rosindell","raw_affiliation_strings":["Department of Life Sciences, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024769212","display_name":"Krystian Mikolajczyk","orcid":"https://orcid.org/0000-0003-0726-9187"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Krystian Mikolajczyk","raw_affiliation_strings":["MatchLAB -Department of Electrical and Electronic Engineering, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"MatchLAB -Department of Electrical and Electronic Engineering, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087084082","display_name":"Sarab S. Sethi","orcid":"https://orcid.org/0000-0002-5939-0432"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cristina Banks-Leite","raw_affiliation_strings":["Department of Life Sciences, Imperial College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043060302","display_name":"Bj\u00f6rn W. Schuller","orcid":"https://orcid.org/0000-0002-6478-8699"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn W. Schuller","raw_affiliation_strings":["GLAM -Group on Language, Audio, & Music, Imperial College London, UK","EIHW -Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"GLAM -Group on Language, Audio, & Music, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"EIHW -Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5054300849"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.5335,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62686567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"471","last_page":"475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994000196456909,"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":0.9961000084877014,"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/pooling","display_name":"Pooling","score":0.8858129978179932},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7485531568527222},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6144504547119141},{"id":"https://openalex.org/keywords/concatenation","display_name":"Concatenation (mathematics)","score":0.596782922744751},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5217741131782532},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46586301922798157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3601483702659607},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3396620452404022},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07468754053115845}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.8858129978179932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7485531568527222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6144504547119141},{"id":"https://openalex.org/C87619178","wikidata":"https://www.wikidata.org/wiki/Q126002","display_name":"Concatenation (mathematics)","level":2,"score":0.596782922744751},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5217741131782532},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46586301922798157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3601483702659607},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3396620452404022},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07468754053115845},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2021-1969","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2021-1969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2021","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:91661","is_oa":false,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-916616","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3697185943","display_name":null,"funder_award_id":"2021037","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5104279231","display_name":null,"funder_award_id":"Koselleck","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7189395530","display_name":null,"funder_award_id":"442218748","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G762232396","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W282675698","https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W2136442893","https://openalex.org/W2169695093","https://openalex.org/W2194775991","https://openalex.org/W2765532459","https://openalex.org/W2794506738","https://openalex.org/W2799258971","https://openalex.org/W2889513020","https://openalex.org/W2889749440","https://openalex.org/W2936774411","https://openalex.org/W2949364537","https://openalex.org/W2963420686","https://openalex.org/W2963610932","https://openalex.org/W2965503177","https://openalex.org/W2972369255","https://openalex.org/W2972455439","https://openalex.org/W2999187172","https://openalex.org/W3015197287","https://openalex.org/W3015241559","https://openalex.org/W3015295955","https://openalex.org/W3015805515","https://openalex.org/W3016202182","https://openalex.org/W3017925328","https://openalex.org/W3033723397","https://openalex.org/W3035400806","https://openalex.org/W3040972704","https://openalex.org/W3047929021","https://openalex.org/W3094550259","https://openalex.org/W3096410647","https://openalex.org/W3097153110","https://openalex.org/W3097495228","https://openalex.org/W3124216180","https://openalex.org/W3134945014","https://openalex.org/W3162227138","https://openalex.org/W3200870442","https://openalex.org/W4309845474"],"related_works":["https://openalex.org/W2373577936","https://openalex.org/W2953234277","https://openalex.org/W3095575180","https://openalex.org/W2389596151","https://openalex.org/W4221148444","https://openalex.org/W4226054107","https://openalex.org/W2626256601","https://openalex.org/W4387678054","https://openalex.org/W147410782","https://openalex.org/W4401096132"],"abstract_inverted_index":{"We":[0],"study":[1,109],"deep":[2,22],"bioacoustic":[3],"event":[4],"detection":[5],"through":[6],"multi-head":[7,121],"attention":[8],"based":[9,68],"pooling,":[10],"exemplified":[11],"by":[12,104,124],"wildlife":[13,180],"monitoring.In":[14],"the":[15,29,43,51,55,87,127,166],"multiple":[16],"instance":[17],"learning":[18],"framework,":[19],"a":[20,26,34,40,61,73,92,150,163,173],"core":[21],"neural":[23],"network":[24],"learns":[25],"projection":[27],"of":[28,36,42,94,110,126,153,169],"input":[30],"acoustic":[31],"signal":[32],"into":[33],"sequence":[35,56,112,143],"embeddings,":[37],"each":[38],"representing":[39],"segment":[41],"input.Sequence":[44],"pooling":[45,113,134,144],"is":[46],"then":[47,99],"required":[48],"to":[49,140,177],"aggregate":[50],"information":[52],"present":[53],"in":[54,162,165],"such":[57],"that":[58,81],"we":[59,158],"have":[60],"single":[62],"clip-wise":[63],"representation.We":[64],"propose":[65],"an":[66,106],"improvement":[67],"on":[69,149],"Squeeze-and-Excitation":[70],"mechanisms":[71],"upon":[72],"recently":[74],"proposed":[75],"audio":[76,97],"tagging":[77],"ResNet,":[78],"and":[79,115],"show":[80],"it":[82],"performs":[83],"significantly":[84],"better":[85],"than":[86,132],"baseline,":[88],"as":[89,91,136,138],"well":[90,137],"collection":[93],"other":[95,141],"recent":[96,111,142],"models.We":[98],"further":[100],"enhance":[101],"our":[102,117],"model,":[103],"performing":[105],"extensive":[107],"comparative":[108],"mechanisms,":[114],"achieve":[116],"best":[118],"result":[119],"using":[120],"selfattention":[122],"followed":[123],"concatenation":[125],"head-specific":[128],"pooled":[129],"embeddings":[130],"-better":[131],"prediction":[133],"methods,":[135],"compared":[139],"tricks.We":[145],"perform":[146],"these":[147],"experiments":[148],"novel":[151],"dataset":[152],"spider":[154],"monkey":[155],"whinny":[156],"calls":[157],"introduce":[159],"here,":[160],"recorded":[161],"rainforest":[164],"South-Pacific":[167],"coast":[168],"Costa":[170],"Rica,":[171],"with":[172],"promising":[174],"outlook":[175],"pertaining":[176],"minimally":[178],"invasive":[179],"monitoring.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}