{"id":"https://openalex.org/W4312925341","doi":"https://doi.org/10.1145/3556677.3556681","title":"Bird sound recognition based on novel classifier","display_name":"Bird sound recognition based on novel classifier","publication_year":2022,"publication_date":"2022-07-26","ids":{"openalex":"https://openalex.org/W4312925341","doi":"https://doi.org/10.1145/3556677.3556681"},"language":"en","primary_location":{"id":"doi:10.1145/3556677.3556681","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556677.3556681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Deep Learning Technologies","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/A5067897727","display_name":"Guowei Lei","orcid":"https://orcid.org/0000-0001-8902-1091"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guowei Lei","raw_affiliation_strings":["School of science, Jimei university, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of science, Jimei university, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101571831","display_name":"Qiang Shu","orcid":"https://orcid.org/0000-0001-5757-1443"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Shu","raw_affiliation_strings":["School of science, Jimei university, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of science, Jimei university, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046564169","display_name":"Ruixing Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixing Cai","raw_affiliation_strings":["School of science, Jimei university, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of science, Jimei university, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038823556","display_name":"Wenliang Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenliang Liao","raw_affiliation_strings":["School of science, Jimei university, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of science, Jimei university, China","institution_ids":["https://openalex.org/I161346416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161346416"],"apc_list":null,"apc_paid":null,"fwci":0.2665,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.625,"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":"115","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9699000120162964,"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":0.9695000052452087,"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/computer-science","display_name":"Computer science","score":0.7295000553131104},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6656644344329834},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6392090320587158},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6079605221748352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5940759778022766},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5930848717689514},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.5806880593299866},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5459702014923096},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5028490424156189},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4738464951515198},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.459823876619339},{"id":"https://openalex.org/keywords/nearest-neighbour","display_name":"Nearest neighbour","score":0.4242745637893677},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.354468435049057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7295000553131104},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6656644344329834},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6392090320587158},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6079605221748352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5940759778022766},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5930848717689514},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.5806880593299866},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5459702014923096},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5028490424156189},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4738464951515198},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.459823876619339},{"id":"https://openalex.org/C2983946233","wikidata":"https://www.wikidata.org/wiki/Q4088109","display_name":"Nearest neighbour","level":2,"score":0.4242745637893677},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.354468435049057},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3556677.3556681","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556677.3556681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Deep Learning Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2031573323","https://openalex.org/W2072166942","https://openalex.org/W2118162660","https://openalex.org/W2147813562","https://openalex.org/W2582792435","https://openalex.org/W2591404214","https://openalex.org/W2914532148","https://openalex.org/W3010900367","https://openalex.org/W4245869329"],"related_works":["https://openalex.org/W2600289736","https://openalex.org/W2622145841","https://openalex.org/W40622155","https://openalex.org/W1591806955","https://openalex.org/W4206315490","https://openalex.org/W2062957446","https://openalex.org/W177841379","https://openalex.org/W615122461","https://openalex.org/W1483351956","https://openalex.org/W3004382963"],"abstract_inverted_index":{"With":[0],"the":[1,5,13,46,66,77,86,90,95,98,106],"rapid":[2],"development":[3],"of":[4,12,31,48,68,79,94,105],"Internet,":[6],"voice":[7],"recognition":[8,23],"has":[9],"become":[10],"one":[11],"core":[14],"technologies":[15],"on":[16,45,76],"information":[17],"era.":[18],"Bird":[19],"monitoring":[20],"through":[21],"sound":[22],"can":[24],"be":[25],"used":[26],"as":[27],"an":[28],"effective":[29],"indicator":[30],"wetland":[32],"environmental":[33],"quality.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38,63],"use":[39],"Python":[40],"to":[41],"classify":[42],"birds":[43],"based":[44],"features":[47],"Mel":[49],"frequency":[50],"cepstrum":[51],"coefficient":[52],"via":[53],"K-Nearest":[54,107],"Neighbor,":[55],"support":[56],"vector":[57],"machine":[58],"and":[59,71,101],"multi-layer":[60],"perceptron.":[61],"Further,":[62],"carry":[64],"out":[65],"comparisons":[67],"these":[69],"algorithms":[70],"propose":[72],"a":[73],"novel":[74],"classifier":[75,88],"base":[78],"them.":[80],"The":[81],"experimental":[82],"results":[83],"show":[84],"that":[85],"new":[87],"absorbs":[89],"fast":[91],"prediction":[92],"speed":[93],"Multi-Layer":[96],"Perception,":[97],"high":[99],"accuracy":[100],"strong":[102],"noise":[103],"immunity":[104],"Neighbor.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}