{"id":"https://openalex.org/W4408326877","doi":"https://doi.org/10.1145/3685243.3685264","title":"Evaluation of Real-Time Acoustic Event Detection Models in Driving Scenarios","display_name":"Evaluation of Real-Time Acoustic Event Detection Models in Driving Scenarios","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4408326877","doi":"https://doi.org/10.1145/3685243.3685264"},"language":"en","primary_location":{"id":"doi:10.1145/3685243.3685264","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3685243.3685264","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th Euro American Conference on Telematics and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3685243.3685264","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056487399","display_name":"Carlos Castorena","orcid":"https://orcid.org/0000-0002-4202-1008"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Carlos Castorena","raw_affiliation_strings":["Universitat de Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4202-1008","affiliations":[{"raw_affiliation_string":"Universitat de Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077958214","display_name":"Jes\u00fas L\u00f3pez-Ballester","orcid":"https://orcid.org/0000-0002-8212-0342"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus Lopez-Ballester","raw_affiliation_strings":["Universitat de Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8212-0342","affiliations":[{"raw_affiliation_string":"Universitat de Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012852163","display_name":"Juan Antonio De Rus","orcid":"https://orcid.org/0000-0001-8982-2518"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Antonio De Rus","raw_affiliation_strings":["Universitat de Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8982-2518","affiliations":[{"raw_affiliation_string":"Universitat de Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067408837","display_name":"Francesc J. Ferri","orcid":"https://orcid.org/0000-0002-1543-3568"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc J. Ferri","raw_affiliation_strings":["Universitat de Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1543-3568","affiliations":[{"raw_affiliation_string":"Universitat de Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089104482","display_name":"M\u00e1ximo Cobos","orcid":"https://orcid.org/0000-0001-7318-3192"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maximo Cobos","raw_affiliation_strings":["Universitat de Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7318-3192","affiliations":[{"raw_affiliation_string":"Universitat de Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056487399"],"corresponding_institution_ids":["https://openalex.org/I16097986"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30530669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9980999827384949,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6765090823173523},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5799857378005981},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44569703936576843},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3512541651725769},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06435129046440125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765090823173523},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5799857378005981},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44569703936576843},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3512541651725769},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06435129046440125},{"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:10.1145/3685243.3685264","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3685243.3685264","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th Euro American Conference on Telematics and Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3685243.3685264","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3685243.3685264","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th Euro American Conference on Telematics and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2575715529","https://openalex.org/W2959539607","https://openalex.org/W3162176995","https://openalex.org/W4388550154"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,65],"paper":[1],"delves":[2],"into":[3,88],"addressing":[4],"road":[5,33,174],"safety":[6,175],"concerns":[7],"by":[8],"exploring":[9],"cost-effective":[10,144],"solutions":[11,161],"for":[12,19,122,146],"detecting":[13],"sound":[14],"events":[15],"(SED)":[16],"specifically":[17],"designed":[18],"driving":[20,90,166],"scenarios.":[21],"While":[22],"advanced":[23],"technologies":[24],"such":[25],"as":[26],"deep":[27,98],"learning":[28,99],"show":[29],"promise":[30],"in":[31,63,162],"enhancing":[32],"safety,":[34,167],"their":[35],"practical":[36],"implementation":[37],"often":[38],"involves":[39],"expensive":[40],"sensors":[41],"and":[42,60,71,80,116],"hardware.":[43],"Given":[44],"that":[45],"distractions":[46,70],"are":[47],"a":[48,117],"significant":[49],"contributor":[50],"to":[51,56,78,137,153,155],"accidents,":[52],"it":[53],"is":[54],"crucial":[55],"have":[57],"effective":[58],"detection":[59],"mitigation":[61],"measures":[62],"place.":[64],"study":[66],"focuses":[67],"on":[68,101,142],"auditory":[69],"employs":[72],"SED":[73,148,160],"with":[74,110,168],"affordable":[75,159],"edge":[76,103],"devices":[77],"identify":[79],"timestamp":[81],"relevant":[82],"audio":[83,123],"events,":[84],"offering":[85],"valuable":[86],"insights":[87],"the":[89,94,106,156,163,169],"environment.":[91],"We":[92],"assess":[93],"performance":[95],"of":[96,158,165,172],"state-of-the-art":[97],"models":[100],"various":[102],"devices,":[104],"including":[105],"2023":[107],"DCASE":[108],"baseline":[109],"convolutional":[111],"recurrent":[112],"neural":[113],"networks":[114],"(CRNN)":[115],"customized":[118],"YOLO":[119],"vision":[120],"model":[121],"spectrograms.":[124],"Our":[125],"analysis":[126],"spans":[127],"different":[128],"hardware":[129,145],"options,":[130],"ranging":[131],"from":[132],"single":[133],"board":[134],"computers":[135],"(SBCs)":[136],"desktop":[138],"equipment,":[139],"providing":[140],"guidance":[141],"selecting":[143],"in-vehicle":[147],"applications.":[149],"The":[150],"research":[151],"aims":[152],"contribute":[154],"development":[157],"context":[164],"ultimate":[170],"goal":[171],"advancing":[173],"initiatives":[176],"globally.":[177]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
