{"id":"https://openalex.org/W3206078932","doi":"https://doi.org/10.14428/esann/2021.es2021-84","title":"Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition","display_name":"Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3206078932","doi":"https://doi.org/10.14428/esann/2021.es2021-84","mag":"3206078932"},"language":"en","primary_location":{"id":"doi:10.14428/esann/2021.es2021-84","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-84","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-84","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.14428/esann/2021.es2021-84","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042930248","display_name":"Lode Vuegen","orcid":"https://orcid.org/0000-0002-3418-4069"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Lode Vuegen","raw_affiliation_strings":["KU Leuven -Department of Computer Science Declarative Languages and Artificial Intelligence (DTAI) Kleinhoefstraat 4, B-2440 Geel -Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven -Department of Computer Science Declarative Languages and Artificial Intelligence (DTAI) Kleinhoefstraat 4, B-2440 Geel -Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031057978","display_name":"Peter Karsmakers","orcid":"https://orcid.org/0000-0001-8119-6823"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Peter Karsmakers","raw_affiliation_strings":["KU Leuven -Department of Computer Science Declarative Languages and Artificial Intelligence (DTAI) Kleinhoefstraat 4, B-2440 Geel -Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven -Department of Computer Science Declarative Languages and Artificial Intelligence (DTAI) Kleinhoefstraat 4, B-2440 Geel -Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042930248"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13396201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"499","last_page":"504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9721999764442444,"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":0.9721999764442444,"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/computer-science","display_name":"Computer science","score":0.6749001741409302},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5375622510910034},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5328609943389893},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4804065525531769},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4075963497161865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38172271847724915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6749001741409302},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5375622510910034},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5328609943389893},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4804065525531769},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4075963497161865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38172271847724915},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14428/esann/2021.es2021-84","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-84","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-84","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/677091","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/677091","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (online), Belgium, 6-8 October 2021","raw_type":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":{"id":"doi:10.14428/esann/2021.es2021-84","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-84","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-84","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3206078932.pdf","grobid_xml":"https://content.openalex.org/works/W3206078932.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2953901595","https://openalex.org/W2956541571","https://openalex.org/W2963122961","https://openalex.org/W2979479957","https://openalex.org/W3083274258"],"related_works":["https://openalex.org/W2052899165","https://openalex.org/W2008562718","https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2951359407","https://openalex.org/W2124566234","https://openalex.org/W1495971547","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"two":[3],"different":[4,37],"convolutional":[5],"neural":[6],"network":[7],"(CNN)":[8],"architectures":[9],"are":[10],"investigated":[11],"for":[12],"the":[13,27,51,63,80],"purpose":[14],"of":[15,26,93],"real-time":[16,89],"on-edge":[17,91],"domestic":[18,95],"acoustic":[19],"event":[20,97],"classification.":[21],"For":[22],"training":[23,42],"and":[24,88],"evaluation":[25],"models,":[28],"a":[29,94],"real-life":[30],"acoustical":[31],"dataset":[32],"was":[33,44],"recorded":[34],"in":[35],"72":[36],"home":[38],"environments.":[39],"A":[40],"quantization-aware":[41],"scheme":[43],"applied":[45],"that":[46,50,79,99],"takes":[47],"into":[48],"account":[49],"models":[52,64],"need":[53],"to":[54,85,106],"run":[55],"on":[56,68],"8-bit":[57],"fixed-point":[58],"processing":[59],"hardware.":[60],"Once":[61],"trained,":[62],"were":[65],"successfully":[66],"deployed":[67],"an":[69,86],"ARM":[70],"cortex-M7":[71],"microcontroller":[72],"unit":[73],"(i.MX":[74],"RT1064).":[75],"This":[76],"study":[77],"indicates":[78],"used":[81],"procedure":[82],"can":[83],"lead":[84],"efficient":[87],"embedded":[90],"implementation":[92],"sound":[96],"classifier":[98],"does":[100],"not":[101],"sacrifice":[102],"classification":[103],"performance":[104],"compared":[105],"its":[107],"floating-point":[108],"counterpart.":[109]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
