{"id":"https://openalex.org/W2645805216","doi":"https://doi.org/10.1109/icassp.2017.7952639","title":"Anuran call classification with deep learning","display_name":"Anuran call classification with deep learning","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2645805216","doi":"https://doi.org/10.1109/icassp.2017.7952639","mag":"2645805216"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7952639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5058958442","display_name":"Julia Strout","orcid":null},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Julia Strout","raw_affiliation_strings":["Department of Computer Science, University of South Carolina"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063339684","display_name":"Bryce Rogan","orcid":null},"institutions":[{"id":"https://openalex.org/I177881444","display_name":"Pomona College","ror":"https://ror.org/0074grg94","country_code":"US","type":"education","lineage":["https://openalex.org/I177881444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryce Rogan","raw_affiliation_strings":["Department of Mathematics, Pomona College"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Pomona College","institution_ids":["https://openalex.org/I177881444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086152621","display_name":"S. M. Mahdi Seyednezhad","orcid":null},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S.M. Mahdi Seyednezhad","raw_affiliation_strings":["School of Computing, Florida Institute of Technology"],"affiliations":[{"raw_affiliation_string":"School of Computing, Florida Institute of Technology","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061516765","display_name":"Katrina Smart","orcid":null},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katrina Smart","raw_affiliation_strings":["School of Computing, Florida Institute of Technology"],"affiliations":[{"raw_affiliation_string":"School of Computing, Florida Institute of Technology","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044765974","display_name":"Mark B. Bush","orcid":"https://orcid.org/0000-0001-6894-8613"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Bush","raw_affiliation_strings":["Department of Biological Sciences, Florida Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, Florida Institute of Technology","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035620838","display_name":"Eraldo Ribeiro","orcid":"https://orcid.org/0000-0002-6008-3990"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eraldo Ribeiro","raw_affiliation_strings":["School of Computing, Florida Institute of Technology"],"affiliations":[{"raw_affiliation_string":"School of Computing, Florida Institute of Technology","institution_ids":["https://openalex.org/I106959904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058958442"],"corresponding_institution_ids":["https://openalex.org/I155781252"],"apc_list":null,"apc_paid":null,"fwci":3.3904,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92430514,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"abs 1403 6382","issue":null,"first_page":"2662","last_page":"2665"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9983000159263611,"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":0.9871000051498413,"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/computer-science","display_name":"Computer science","score":0.749031126499176},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.6849635243415833},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6506302952766418},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6485798358917236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6274392604827881},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6263900399208069},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6200137734413147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5055618286132812},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49485892057418823},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4290812611579895},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.21258783340454102},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12354445457458496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06342092156410217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.749031126499176},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.6849635243415833},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6506302952766418},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6485798358917236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6274392604827881},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6263900399208069},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6200137734413147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5055618286132812},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49485892057418823},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4290812611579895},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.21258783340454102},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12354445457458496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06342092156410217},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2017.7952639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1538131130","https://openalex.org/W2034052030","https://openalex.org/W2035347051","https://openalex.org/W2039261343","https://openalex.org/W2062118960","https://openalex.org/W2102605133","https://openalex.org/W2112739286","https://openalex.org/W2155273149","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2294666132","https://openalex.org/W2950094539","https://openalex.org/W2953391683","https://openalex.org/W6632100814","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3183901164","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557","https://openalex.org/W3167935049"],"abstract_inverted_index":{"Ecologists":[0],"can":[1,41],"assess":[2],"the":[3,12,15,46,63,93],"health":[4],"of":[5,17,48,65,80,134],"flooded":[6],"habitats":[7],"or":[8],"wetlands":[9],"by":[10,45],"studying":[11],"variations":[13],"in":[14,104],"populations":[16],"bioindicators":[18],"such":[19,71],"as":[20,72],"anurans":[21],"(i.e.,":[22],"frogs":[23],"and":[24,75,138],"toads).":[25],"To":[26],"monitor":[27],"anuran":[28,33,53,119],"populations,":[29],"ecologists":[30],"manually":[31],"identify":[32],"species":[34],"from":[35,68],"audio":[36,69],"recordings.":[37],"This":[38],"identification":[39,58],"task":[40],"be":[42],"significantly":[43],"streamlined":[44],"availability":[47],"an":[49],"automated":[50],"method":[51],"for":[52,99],"identification.":[54],"Previous":[55],"promising":[56],"frog-call":[57],"methods":[59,111,128],"have":[60],"relied":[61],"on":[62,131],"extraction":[64],"pre-designed":[66,82],"features":[67,94],"spectrograms":[70],"Mel":[73],"Coefficients":[74],"other":[76],"filter":[77],"responses.":[78],"Instead":[79],"using":[81],"features,":[83],"we":[84,107],"propose":[85],"to":[86,91,118,144],"allow":[87],"a":[88,140],"deep-learning":[89,110],"algorithm":[90],"find":[92],"that":[95,112],"are":[96],"most":[97],"important":[98],"classification.":[100,120],"In":[101],"work":[102],"reported":[103],"this":[105],"paper,":[106],"used":[108],"two":[109],"apply":[113],"convolutional":[114],"neural":[115],"networks":[116],"(CNN)":[117],"Transfer":[121],"learning":[122],"was":[123,129],"also":[124],"used.":[125],"The":[126],"CNN":[127],"tested":[130],"our":[132],"dataset":[133],"15":[135],"frog":[136],"species,":[137],"produced":[139],"classification":[141],"accuracy":[142],"up":[143],"77%.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
