{"id":"https://openalex.org/W3024599079","doi":"https://doi.org/10.1371/journal.pcbi.1007918","title":"Classifying sex and strain from mouse ultrasonic vocalizations using deep learning","display_name":"Classifying sex and strain from mouse ultrasonic vocalizations using deep learning","publication_year":2020,"publication_date":"2020-06-22","ids":{"openalex":"https://openalex.org/W3024599079","doi":"https://doi.org/10.1371/journal.pcbi.1007918","mag":"3024599079","pmid":"https://pubmed.ncbi.nlm.nih.gov/32569292"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1007918","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007918","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1007918","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049454746","display_name":"A.M. Ivanenko","orcid":"https://orcid.org/0000-0001-8115-7488"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["NL","RU"],"is_corresponding":false,"raw_author_name":"A. Ivanenko","raw_affiliation_strings":["Department of Neurophysiology, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands","Institute of Biology and Biomedicine, Lobachevsky State University, Nizhny Novgorod, Russia"],"raw_orcid":"https://orcid.org/0000-0001-8115-7488","affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]},{"raw_affiliation_string":"Institute of Biology and Biomedicine, Lobachevsky State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087736350","display_name":"Paul V. Watkins","orcid":"https://orcid.org/0000-0002-2561-3458"},"institutions":[{"id":"https://openalex.org/I2800451603","display_name":"Center of Advanced European Studies and Research","ror":"https://ror.org/05350h943","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800451603"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"P. Watkins","raw_affiliation_strings":["CAESAR, Bonn, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2561-3458","affiliations":[{"raw_affiliation_string":"CAESAR, Bonn, Germany","institution_ids":["https://openalex.org/I2800451603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074794877","display_name":"Marcel van Gerven","orcid":"https://orcid.org/0000-0002-2206-9098"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. A. J. van Gerven","raw_affiliation_strings":["Department of Artificial Intelligence, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001259578","display_name":"Kurt Hammerschmidt","orcid":"https://orcid.org/0000-0002-3430-2993"},"institutions":[{"id":"https://openalex.org/I2801496451","display_name":"German Primate Center","ror":"https://ror.org/02f99v835","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801496451","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Hammerschmidt","raw_affiliation_strings":["Cognitive Ethology Laboratory, German Primate Center, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive Ethology Laboratory, German Primate Center, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I2801496451"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082517274","display_name":"Bernhard Englitz","orcid":"https://orcid.org/0000-0001-9106-0356"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"B. Englitz","raw_affiliation_strings":["Department of Neurophysiology, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9106-0356","affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082517274"],"corresponding_institution_ids":["https://openalex.org/I145872427"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":7.4192,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.97436144,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"e1007918","last_page":"e1007918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11541","display_name":"Neuroendocrine regulation and behavior","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11541","display_name":"Neuroendocrine regulation and behavior","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9987999796867371,"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/T10174","display_name":"Animal Behavior and Reproduction","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.8576002717018127},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5090124607086182},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.490344762802124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.482783704996109},{"id":"https://openalex.org/keywords/repertoire","display_name":"Repertoire","score":0.4607468843460083},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45477694272994995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41185614466667175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3841765820980072},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.11570852994918823}],"concepts":[{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.8576002717018127},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5090124607086182},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.490344762802124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.482783704996109},{"id":"https://openalex.org/C2778473898","wikidata":"https://www.wikidata.org/wiki/Q2145110","display_name":"Repertoire","level":2,"score":0.4607468843460083},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45477694272994995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41185614466667175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3841765820980072},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.11570852994918823},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000819","descriptor_name":"Animal Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000819","descriptor_name":"Animal Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000819","descriptor_name":"Animal Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012737","descriptor_name":"Sex Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012737","descriptor_name":"Sex Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012737","descriptor_name":"Sex Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014465","descriptor_name":"Ultrasonics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014465","descriptor_name":"Ultrasonics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014465","descriptor_name":"Ultrasonics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":9,"locations":[{"id":"doi:10.1371/journal.pcbi.1007918","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007918","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:32569292","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32569292","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:RePEc:plo:pcbi00:1007918","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007918","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f944dbc464254861a3693d270c39c6de","is_oa":true,"landing_page_url":"https://doaj.org/article/f944dbc464254861a3693d270c39c6de","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 16, Iss 6, p e1007918 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7347231","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7347231","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:pure.mpg.de:item_3240156","is_oa":true,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0006-9F15-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.mpg.de:item_3263764","is_oa":true,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0007-6405-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/220311","is_oa":false,"landing_page_url":"https://hdl.handle.net/2066/220311","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Plos Computational Biology, 16, 6, pp. 1-27","raw_type":"Article / Letter to editor"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/220311","is_oa":true,"landing_page_url":"http://hdl.handle.net/2066/220311","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Plos Computational Biology, 16, 1 - 27","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1007918","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007918","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G103420469","display_name":null,"funder_award_id":"660328","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2476308543","display_name":null,"funder_award_id":"ALWOP.346","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G5720394855","display_name":null,"funder_award_id":"639.072.513","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7801988686","display_name":null,"funder_award_id":"016.189.052","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1533861849","https://openalex.org/W1836465849","https://openalex.org/W1849277567","https://openalex.org/W1897027409","https://openalex.org/W1964926804","https://openalex.org/W1975396695","https://openalex.org/W1991269326","https://openalex.org/W2015159529","https://openalex.org/W2022434602","https://openalex.org/W2024525790","https://openalex.org/W2045680230","https://openalex.org/W2052310564","https://openalex.org/W2057144559","https://openalex.org/W2066519232","https://openalex.org/W2082658691","https://openalex.org/W2095705004","https://openalex.org/W2096588881","https://openalex.org/W2097936772","https://openalex.org/W2101506937","https://openalex.org/W2104636749","https://openalex.org/W2119821739","https://openalex.org/W2122111042","https://openalex.org/W2135976229","https://openalex.org/W2154224535","https://openalex.org/W2154805298","https://openalex.org/W2156511674","https://openalex.org/W2157485863","https://openalex.org/W2161992654","https://openalex.org/W2165243634","https://openalex.org/W2169944034","https://openalex.org/W2178703291","https://openalex.org/W2187089797","https://openalex.org/W2271840356","https://openalex.org/W2330562562","https://openalex.org/W2334710959","https://openalex.org/W2405238707","https://openalex.org/W2531705817","https://openalex.org/W2589181618","https://openalex.org/W2610748997","https://openalex.org/W2613524519","https://openalex.org/W2620937592","https://openalex.org/W2773572402","https://openalex.org/W2806272602","https://openalex.org/W2894276679","https://openalex.org/W2907755528","https://openalex.org/W2919115771","https://openalex.org/W2947680647","https://openalex.org/W2949117887","https://openalex.org/W2964121744","https://openalex.org/W3006348816","https://openalex.org/W3006395358","https://openalex.org/W4239510810","https://openalex.org/W6684561760"],"related_works":["https://openalex.org/W2530685530","https://openalex.org/W4375868962","https://openalex.org/W4255048859","https://openalex.org/W2011227383","https://openalex.org/W3120300186","https://openalex.org/W2088854863","https://openalex.org/W2084831119","https://openalex.org/W4402568167","https://openalex.org/W2897924318","https://openalex.org/W2138997758"],"abstract_inverted_index":{"Vocalizations":[0],"are":[1],"widely":[2],"used":[3],"for":[4,201],"communication":[5],"between":[6,213,228],"animals.":[7],"Mice":[8],"use":[9,77],"a":[10,126,131,163,170,184],"large":[11],"repertoire":[12],"of":[13,50,88,144,158,165,177,187,233,237],"ultrasonic":[14],"vocalizations":[15,167],"(USVs)":[16],"in":[17,125,130,142,151],"different":[18],"social":[19,22,238],"contexts.":[20],"During":[21],"interaction":[23],"recognizing":[24],"the":[25,48,51,55,73,114,136,152,159,175],"partner's":[26],"sex":[27,49,178],"is":[28],"important,":[29],"however,":[30,86],"previous":[31],"research":[32],"remained":[33],"inconclusive":[34],"whether":[35],"individual":[36,80],"USVs":[37,118,217,234],"contain":[38],"this":[39],"information.":[40],"Using":[41],"deep":[42],"neural":[43],"networks":[44],"(DNNs)":[45],"to":[46,109,181,197],"classify":[47],"emitting":[52],"mouse":[53],"from":[54],"spectrogram":[56],"we":[57],"obtain":[58],"unprecedented":[59],"performance":[60,132],"(77%,":[61],"vs.":[62],"SVM:":[63],"56%,":[64],"Regression:":[65],"51%).":[66],"Performance":[67],"was":[68,194],"even":[69],"higher":[70],"(85%)":[71],"if":[72],"DNN":[74,128],"could":[75],"also":[76,195],"each":[78,117],"mouse's":[79],"properties":[81],"during":[82,235],"training,":[83],"which":[84,204,224],"may,":[85],"be":[87],"limited":[89],"practical":[90],"value.":[91],"Splitting":[92],"estimation":[93],"into":[94],"two":[95],"DNNs":[96],"and":[97,105,122,146,215,230],"using":[98],"24":[99],"extracted":[100],"features":[101,115],"per":[102],"USV,":[103],"spectrogram-to-features":[104],"features-to-sex":[106],"(60%)":[107],"failed":[108],"reach":[110],"single-step":[111],"performance.":[112],"Extending":[113],"by":[116,169],"spectral":[119],"line,":[120],"frequency":[121],"time":[123],"marginal":[124],"semi-convolutional":[127],"resulted":[129],"mid-way":[133],"(64%).":[134],"Analyzing":[135],"network":[137,192],"structure":[138],"suggests":[139],"an":[140],"increase":[141],"sparsity":[143],"activation":[145],"correlation":[147],"with":[148],"sex,":[149],"specifically":[150],"fully-connected":[153],"layers.":[154],"A":[155],"detailed":[156],"analysis":[157,236],"USV":[160],"structure,":[161],"reveals":[162],"subset":[164],"male":[166,214],"characterized":[168],"few":[171],"acoustic":[172],"features,":[173],"while":[174],"majority":[176],"differences":[179,212],"appear":[180],"rely":[182],"on":[183],"complex":[185],"combination":[186],"many":[188],"features.":[189],"The":[190],"same":[191],"architecture":[193],"able":[196],"achieve":[198],"above-chance":[199],"classification":[200],"cortexless":[202],"mice,":[203],"were":[205],"considered":[206],"indistinguishable":[207],"before.":[208],"In":[209],"summary,":[210],"spectrotemporal":[211],"female":[216],"allow":[218],"at":[219],"least":[220],"their":[221],"partial":[222],"classification,":[223],"enables":[225],"sexual":[226],"recognition":[227],"mice":[229],"automated":[231],"attribution":[232],"interactions.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}