{"id":"https://openalex.org/W4402553617","doi":"https://doi.org/10.1109/icassp49660.2025.10889562","title":"Energy Consumption Trends in Sound Event Detection Systems","display_name":"Energy Consumption Trends in Sound Event Detection Systems","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4402553617","doi":"https://doi.org/10.1109/icassp49660.2025.10889562"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2409.08763","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065751712","display_name":"Constance Douwes","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Constance Douwes","raw_affiliation_strings":["Université de Lorraine,CNRS, Inria,Loria Nancy,France","UL - Universit\u00e9 de Lorraine (34 cours L\u00e9opold - CS 25233 - 54052 Nancy cedex - France)","MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication (France)","LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications (Campus Scientifique BP 239 54506 Vandoeuvre-l\u00e8s-Nancy Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université de Lorraine,CNRS, Inria,Loria Nancy,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121838"]},{"raw_affiliation_string":"UL - Universit\u00e9 de Lorraine (34 cours L\u00e9opold - CS 25233 - 54052 Nancy cedex - France)","institution_ids":["https://openalex.org/I90183372"]},{"raw_affiliation_string":"MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication (France)","institution_ids":[]},{"raw_affiliation_string":"LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications (Campus Scientifique BP 239 54506 Vandoeuvre-l\u00e8s-Nancy Cedex - France)","institution_ids":["https://openalex.org/I4210121838"]}]},{"author_position":"last","author":{"id":null,"display_name":"Romain Serizel","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romain Serizel","raw_affiliation_strings":["Université de Lorraine,CNRS, Inria,Loria Nancy,France","MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication (France)","UL - Universit\u00e9 de Lorraine (34 cours L\u00e9opold - CS 25233 - 54052 Nancy cedex - France)","LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications (Campus Scientifique BP 239 54506 Vandoeuvre-l\u00e8s-Nancy Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université de Lorraine,CNRS, Inria,Loria Nancy,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121838"]},{"raw_affiliation_string":"MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication (France)","institution_ids":[]},{"raw_affiliation_string":"UL - Universit\u00e9 de Lorraine (34 cours L\u00e9opold - CS 25233 - 54052 Nancy cedex - France)","institution_ids":["https://openalex.org/I90183372"]},{"raw_affiliation_string":"LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications (Campus Scientifique BP 239 54506 Vandoeuvre-l\u00e8s-Nancy Cedex - France)","institution_ids":["https://openalex.org/I4210121838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9945999979972839,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9897000193595886,"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/energy-consumption","display_name":"Energy consumption","score":0.7803658246994019},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6783959865570068},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6744817495346069},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6625148057937622},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5094922184944153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3831133246421814},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32847097516059875},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1971035897731781},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11535701155662537}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7803658246994019},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6783959865570068},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6744817495346069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6625148057937622},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5094922184944153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3831133246421814},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32847097516059875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1971035897731781},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11535701155662537},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2409.08763","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.08763","pdf_url":"https://arxiv.org/pdf/2409.08763","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:HAL:hal-04697014v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04697014","pdf_url":"https://hal.science/hal-04697014v1/file/_ICASSP_25__Energy_Consumption_Trends_in_Sound_Event_Detection_Systems.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024","raw_type":"info:eu-repo/semantics/preprint"},{"id":"doi:10.48550/arxiv.2409.08763","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2409.08763","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2409.08763","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.08763","pdf_url":"https://arxiv.org/pdf/2409.08763","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G4027865826","display_name":"semantiC segmentatiON oF compLexe soUnd scEnes oN edge deviCEs","funder_award_id":"ANR-23-EDIA-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402553617.pdf","grobid_xml":"https://content.openalex.org/works/W4402553617.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2931364255","https://openalex.org/W2959539607","https://openalex.org/W3006275583","https://openalex.org/W3015190346","https://openalex.org/W3037032032","https://openalex.org/W3041148953","https://openalex.org/W3157218387","https://openalex.org/W3164703200","https://openalex.org/W3214897310","https://openalex.org/W4297097220","https://openalex.org/W4312968147","https://openalex.org/W4375869067","https://openalex.org/W4375869216","https://openalex.org/W4392904573","https://openalex.org/W4402712680","https://openalex.org/W6769540564","https://openalex.org/W6773953490","https://openalex.org/W6797344566","https://openalex.org/W6846479224","https://openalex.org/W6870090694","https://openalex.org/W6872392680"],"related_works":["https://openalex.org/W1997864015","https://openalex.org/W4214628662","https://openalex.org/W4297745244","https://openalex.org/W2037518538","https://openalex.org/W2156822401","https://openalex.org/W3092380670","https://openalex.org/W3125847301","https://openalex.org/W4313390786","https://openalex.org/W2089393798","https://openalex.org/W2356819012"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"systems":[2],"have":[3,42],"become":[4],"increasingly":[5],"energy-and":[6],"computation-intensive,":[7],"raising":[8],"concerns":[9],"about":[10],"their":[11],"environmental":[12],"impact.":[13],"As":[14],"organizers":[15],"of":[16,21,32,50,63,75,100],"the":[17,30,37,48,61,68,73,82,98,103,121],"Detection":[18],"and":[19,24,71,78,102],"Classification":[20],"Acoustic":[22],"Scenes":[23],"Events":[25],"(DCASE)":[26],"challenge,":[27],"we":[28,41,59,112],"recognize":[29],"importance":[31],"addressing":[33],"this":[34,57,64,110],"issue.":[35],"For":[36],"past":[38],"three":[39],"years,":[40],"integrated":[43],"energy":[44,65,79],"consumption":[45,80],"metrics":[46],"into":[47],"evaluation":[49],"sound":[51],"event":[52],"detection":[53],"(SED)":[54],"systems.":[55],"In":[56],"paper,":[58],"analyze":[60],"impact":[62],"criterion":[66],"on":[67],"challenge":[69],"results":[70],"explore":[72],"evolution":[74],"system":[76,104],"complexity":[77,105],"over":[81],"years.":[83],"We":[84],"highlight":[85],"a":[86],"shift":[87],"towards":[88],"more":[89,116],"energy-efficient":[90],"approaches":[91],"during":[92],"training":[93],"without":[94],"compromising":[95],"performance,":[96],"while":[97],"number":[99],"operations":[101],"continue":[106],"to":[107,114],"grow.":[108],"Through":[109],"analysis,":[111],"hope":[113],"promote":[115],"environmentally":[117],"friendly":[118],"practices":[119],"within":[120],"SED":[122],"community.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2024-09-16T00:00:00"}