{"id":"https://openalex.org/W4205991472","doi":"https://doi.org/10.1109/waspaa52581.2021.9632798","title":"Sound Event Detection with Adaptive Frequency Selection","display_name":"Sound Event Detection with Adaptive Frequency Selection","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W4205991472","doi":"https://doi.org/10.1109/waspaa52581.2021.9632798"},"language":"en","primary_location":{"id":"doi:10.1109/waspaa52581.2021.9632798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/waspaa52581.2021.9632798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)","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/A5102709539","display_name":"Zhepei Wang","orcid":"https://orcid.org/0000-0001-7845-5273"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhepei Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014125577","display_name":"Jonah Casebeer","orcid":"https://orcid.org/0000-0002-8741-9773"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonah Casebeer","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039212097","display_name":"Adam Clemmitt","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Clemmitt","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016864112","display_name":"Efthymios Tzinis","orcid":"https://orcid.org/0000-0002-1047-1338"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Efthymios Tzinis","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038903729","display_name":"Paris Smaragdis","orcid":null},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paris Smaragdis","raw_affiliation_strings":["Adobe Research","University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102709539"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.1524,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.48045977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"45"},"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":0.9987000226974487,"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":0.9966999888420105,"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":0.7931219339370728},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7733675241470337},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.622988760471344},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5786563158035278},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.563641369342804},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5588304400444031},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5536002516746521},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34225931763648987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3187669515609741},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26998090744018555},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07084345817565918}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7931219339370728},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7733675241470337},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.622988760471344},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5786563158035278},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.563641369342804},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5588304400444031},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5536002516746521},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34225931763648987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3187669515609741},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26998090744018555},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07084345817565918},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/waspaa52581.2021.9632798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/waspaa52581.2021.9632798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2119144962","https://openalex.org/W2291522532","https://openalex.org/W2325237720","https://openalex.org/W2562731582","https://openalex.org/W2591013610","https://openalex.org/W2606806821","https://openalex.org/W2775794021","https://openalex.org/W2889885720","https://openalex.org/W2903637075","https://openalex.org/W2938874599","https://openalex.org/W2946567085","https://openalex.org/W2959539607","https://openalex.org/W2962677625","https://openalex.org/W2963020486","https://openalex.org/W2963653098","https://openalex.org/W2972951785","https://openalex.org/W3016213974","https://openalex.org/W3034846572","https://openalex.org/W3038899388","https://openalex.org/W3047691788","https://openalex.org/W3094550259","https://openalex.org/W3160298546","https://openalex.org/W3163114796","https://openalex.org/W6631190155","https://openalex.org/W6677580257","https://openalex.org/W6701498492","https://openalex.org/W6780379688","https://openalex.org/W6784975329","https://openalex.org/W6786637939"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W4205762803","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3134658850"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,29],"present":[4],"HIDACT,":[5],"a":[6,23],"novel":[7],"network":[8],"architecture":[9],"for":[10,13],"adaptive":[11],"computation":[12,92],"efficiently":[14],"recognizing":[15],"acoustic":[16],"events.":[17],"We":[18],"evaluate":[19],"the":[20,43,62,85,89,95],"model":[21,38,86],"on":[22,94],"sound":[24],"event":[25],"detection":[26],"task":[27],"where":[28],"train":[30],"it":[31],"to":[32,40,42,74],"adaptively":[33],"process":[34],"frequency":[35,48],"bands.":[36],"The":[37],"learns":[39],"adapt":[41],"input":[44],"without":[45],"requesting":[46],"all":[47],"sub-bands":[49],"provided.":[50],"It":[51],"can":[52,87],"make":[53],"confident":[54],"predictions":[55],"within":[56],"fewer":[57],"processing":[58],"steps,":[59],"hence":[60],"reducing":[61],"amount":[63,90],"of":[64,91],"computation.":[65],"Experimental":[66],"results":[67],"show":[68],"that":[69],"HIDACT":[70],"has":[71],"comparable":[72],"performance":[73],"baseline":[75],"models":[76],"with":[77],"more":[78],"parameters":[79],"and":[80,97],"higher":[81],"computational":[82,98],"complexity.":[83],"Furthermore,":[84],"adjust":[88],"based":[93],"data":[96],"budget.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}