{"id":"https://openalex.org/W3164035722","doi":"https://doi.org/10.1007/s00521-021-06091-7","title":"Rethinking environmental sound classification using convolutional neural networks: optimized parameter tuning of single feature extraction","display_name":"Rethinking environmental sound classification using convolutional neural networks: optimized parameter tuning of single feature extraction","publication_year":2021,"publication_date":"2021-05-26","ids":{"openalex":"https://openalex.org/W3164035722","doi":"https://doi.org/10.1007/s00521-021-06091-7","mag":"3164035722"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06091-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06091-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06091-7.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06091-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060830845","display_name":"Yousef Abd Alhattab","orcid":"https://orcid.org/0009-0004-1024-2430"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Yousef Abd Al-Hattab","raw_affiliation_strings":["Department of Mechatronics Engineering, International Islamic University Malaysia, 53100, Gombak, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, International Islamic University Malaysia, 53100, Gombak, Selangor, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024255872","display_name":"Hasan Firdaus Mohd Zaki","orcid":"https://orcid.org/0000-0002-7209-4355"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hasan Firdaus Zaki","raw_affiliation_strings":["Department of Mechatronics Engineering, International Islamic University Malaysia, 53100, Gombak, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-7209-4355","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, International Islamic University Malaysia, 53100, Gombak, Selangor, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055416012","display_name":"Amir Akramin Shafie","orcid":"https://orcid.org/0000-0003-2440-7537"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Amir Akramin Shafie","raw_affiliation_strings":["Department of Mechatronics Engineering, International Islamic University Malaysia, 53100, Gombak, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, International Islamic University Malaysia, 53100, Gombak, Selangor, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060830845"],"corresponding_institution_ids":["https://openalex.org/I4164984"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.3157,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89036968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"21","first_page":"14495","last_page":"14506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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":0.9994999766349792,"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/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8604439496994019},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.7918130159378052},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7092669606208801},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6165244579315186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6152434349060059},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5574564337730408},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5443564653396606},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5037428736686707},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37455564737319946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8604439496994019},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.7918130159378052},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7092669606208801},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6165244579315186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6152434349060059},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5574564337730408},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5443564653396606},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5037428736686707},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37455564737319946},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-021-06091-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06091-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06091-7.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:generic.eprints.org:90215","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400713","display_name":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4164984","host_organization_name":"International Islamic University Malaysia","host_organization_lineage":["https://openalex.org/I4164984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.1007/s00521-021-06091-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06091-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06091-7.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324298","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164035722.pdf","grobid_xml":"https://content.openalex.org/works/W3164035722.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1501987291","https://openalex.org/W1666984270","https://openalex.org/W1904365287","https://openalex.org/W1972567154","https://openalex.org/W2008415856","https://openalex.org/W2038484192","https://openalex.org/W2059020775","https://openalex.org/W2062826588","https://openalex.org/W2130640900","https://openalex.org/W2313745396","https://openalex.org/W2399467590","https://openalex.org/W2509065397","https://openalex.org/W2517166312","https://openalex.org/W2529337537","https://openalex.org/W2566809059","https://openalex.org/W2593451766","https://openalex.org/W2751841560","https://openalex.org/W2756983932","https://openalex.org/W2759976799","https://openalex.org/W2888469011","https://openalex.org/W2889387262","https://openalex.org/W2919115771","https://openalex.org/W2937047963","https://openalex.org/W2963099423","https://openalex.org/W2963232038","https://openalex.org/W2963838685","https://openalex.org/W2964217490","https://openalex.org/W2973284423","https://openalex.org/W3008816522","https://openalex.org/W3095348033","https://openalex.org/W3098357269"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4317383455","https://openalex.org/W2548511587","https://openalex.org/W4293232884","https://openalex.org/W2422472940"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}
