{"id":"https://openalex.org/W2945466811","doi":"https://doi.org/10.1145/3316615.3316664","title":"Meta-Analysis of Acoustic Feature Extraction for Machine Listening Systems","display_name":"Meta-Analysis of Acoustic Feature Extraction for Machine Listening Systems","publication_year":2019,"publication_date":"2019-02-19","ids":{"openalex":"https://openalex.org/W2945466811","doi":"https://doi.org/10.1145/3316615.3316664","mag":"2945466811"},"language":"en","primary_location":{"id":"doi:10.1145/3316615.3316664","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3316615.3316664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","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/A5065098099","display_name":"Ricardo A. Catanghal","orcid":"https://orcid.org/0000-0003-2532-2105"},"institutions":[{"id":"https://openalex.org/I3132855970","display_name":"University of Antique","ror":"https://ror.org/03h45ec67","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132855970"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Ricardo A. Catanghal","raw_affiliation_strings":["University of Antique, Sibalom, Antique, Philippines"],"affiliations":[{"raw_affiliation_string":"University of Antique, Sibalom, Antique, Philippines","institution_ids":["https://openalex.org/I3132855970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090070836","display_name":"Thelma D. Palaoag","orcid":"https://orcid.org/0000-0002-5474-7260"},"institutions":[{"id":"https://openalex.org/I3133012915","display_name":"University of the Cordilleras","ror":"https://ror.org/02eg6d927","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133012915"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Thelma D. Palaoag","raw_affiliation_strings":["University of the Cordilleras, Baguio, Philippines"],"affiliations":[{"raw_affiliation_string":"University of the Cordilleras, Baguio, Philippines","institution_ids":["https://openalex.org/I3133012915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055869775","display_name":"Carlwin V. Dayagdag","orcid":null},"institutions":[{"id":"https://openalex.org/I3130685785","display_name":"Romblon State University","ror":"https://ror.org/04dn9wj23","country_code":"PH","type":"education","lineage":["https://openalex.org/I3130685785"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Carlwin Dayagdag","raw_affiliation_strings":["Romblon State University, Odiongan, Romblon, Philippines"],"affiliations":[{"raw_affiliation_string":"Romblon State University, Odiongan, Romblon, Philippines","institution_ids":["https://openalex.org/I3130685785"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065098099"],"corresponding_institution_ids":["https://openalex.org/I3132855970"],"apc_list":null,"apc_paid":null,"fwci":0.3317,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53620965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"369","last_page":"372"},"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":0.9988999962806702,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7463383674621582},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7021887302398682},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6114873290061951},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5556367635726929},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5085858106613159},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.482927531003952},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.473704069852829},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.4667993187904358},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4541345536708832},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.4416344463825226},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.43229764699935913},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4202113151550293},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.2617523670196533},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10604572296142578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7463383674621582},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7021887302398682},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6114873290061951},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5556367635726929},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5085858106613159},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.482927531003952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.473704069852829},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.4667993187904358},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4541345536708832},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.4416344463825226},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.43229764699935913},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4202113151550293},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.2617523670196533},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10604572296142578},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3316615.3316664","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3316615.3316664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1972567154","https://openalex.org/W1978274651","https://openalex.org/W2052666245","https://openalex.org/W2086384421","https://openalex.org/W2186582651","https://openalex.org/W2362520863","https://openalex.org/W2745357708","https://openalex.org/W2766397045","https://openalex.org/W2801393360","https://openalex.org/W6686660277"],"related_works":["https://openalex.org/W2530685530","https://openalex.org/W4375868962","https://openalex.org/W2011227383","https://openalex.org/W2088854863","https://openalex.org/W4402568167","https://openalex.org/W3179495260","https://openalex.org/W1976719989","https://openalex.org/W3127543252","https://openalex.org/W2327143552","https://openalex.org/W3211385606"],"abstract_inverted_index":{"Generally,":[0],"the":[1,4,9,15,21,38,46,74,83,91,101,105,172,175],"concentration":[2],"of":[3,11,37,45,66,88,174],"study":[5],"and":[6,17,28,41,61,72,78,86,96],"research":[7],"in":[8,26,57,122,152,158,164,171],"understanding":[10],"sounds":[12,167],"revolves":[13],"around":[14],"speech":[16],"music":[18],"area,":[19],"on":[20],"contrary,":[22],"there":[23],"are":[24],"few":[25],"environmental":[27,47,166],"non-speech":[29],"recognition.":[30],"This":[31],"paper":[32],"carries":[33],"out":[34],"a":[35,53,120,154,161],"meta-analysis":[36],"acoustic":[39,84,102],"transformation":[40],"feature":[42,79,121,163],"set":[43,149],"extraction":[44],"sound":[48,67],"raw":[49],"signal":[50,103],"form":[51],"into":[52],"parametric":[54],"type":[55],"representation":[56],"handling":[58],"analysis,":[59],"perception,":[60],"labeling":[62],"for":[63,82],"audio":[64],"analysis":[65,140],"identification":[68,85],"systems.":[69],"We":[70],"evaluated":[71],"analyzed":[73],"various":[75],"contemporary":[76],"methods":[77],"algorithms":[80],"surveyed":[81],"perception":[87],"surrounding":[89],"sounds,":[90],"Gammatone":[92],"spectral":[93],"coefficients":[94],"(GSTC)":[95],"Mel":[97],"Filterbank":[98],"(FBEs)":[99],"then":[100],"classification":[104],"Convolutional":[106],"Neural":[107],"Network":[108],"(ConvNet)":[109],"was":[110],"applied.":[111],"The":[112,139],"outcome":[113],"demonstrates":[114,141],"that":[115,142,168],"GSTC":[116],"accomplished":[117],"better":[118,156],"as":[119],"contrast":[123,159],"to":[124,129,160],"FBEs,":[125],"but":[126],"FBEs":[127],"tend":[128],"improve":[130],"performance":[131],"when":[132],"merge":[133],"or":[134,144],"incorporated":[135],"with":[136,146],"other":[137,147],"feature.":[138],"merging":[143],"incorporating":[145],"features":[148],"is":[150,169],"encouraging":[151],"achieving":[153],"much":[155],"accuracy":[157],"single":[162],"classifying":[165],"useful":[170],"advancement":[173],"intelligent":[176],"machine":[177],"listening":[178],"frameworks.":[179]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
