{"id":"https://openalex.org/W3205158038","doi":"https://doi.org/10.14428/esann/2021.es2021-21","title":"End-to-end Keyword Spotting using Xception-1d","display_name":"End-to-end Keyword Spotting using Xception-1d","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3205158038","doi":"https://doi.org/10.14428/esann/2021.es2021-21","mag":"3205158038"},"language":"en","primary_location":{"id":"doi:10.14428/esann/2021.es2021-21","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-21","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-21","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.es2021-21","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042020318","display_name":"Juan G\u00f3mez\u2010Sanch\u00eds","orcid":"https://orcid.org/0000-0003-4226-3936"},"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":"Juan G\u00f3mez-Sanchis","raw_affiliation_strings":["Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042020318","display_name":"Juan G\u00f3mez\u2010Sanch\u00eds","orcid":"https://orcid.org/0000-0003-4226-3936"},"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 G\u00f3mez-Sanchis","raw_affiliation_strings":["Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073460847","display_name":"Marcelino Mart\u00ednez\u2010Sober","orcid":"https://orcid.org/0000-0002-7398-8107"},"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":"Marcelino Martinez-Sober","raw_affiliation_strings":["Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051693047","display_name":"Joan Vila\u2010Franc\u00e9s","orcid":"https://orcid.org/0000-0001-8293-8235"},"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":"Joan Vila-Franc\u00e9s","raw_affiliation_strings":["Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068170350","display_name":"Antonio J. Serrano-L\u00f3pez","orcid":"https://orcid.org/0000-0002-3863-8611"},"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":"Antonio-Jos\u00e9 Serrano L\u00f3pez","raw_affiliation_strings":["Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063325355","display_name":"Emilio Soria\u2010Olivas","orcid":"https://orcid.org/0000-0002-9148-8405"},"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":"Emilio Soria Olivas","raw_affiliation_strings":["Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Data Analysis Laboratory (IDAL), University of Valencia, Avenida de la Universitat s/n 46100 Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042020318"],"corresponding_institution_ids":["https://openalex.org/I16097986"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13231913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9976000189781189,"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":0.9976000189781189,"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/T12031","display_name":"Speech and dialogue systems","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.993399977684021,"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/keyword-spotting","display_name":"Keyword spotting","score":0.8248776197433472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.716675877571106},{"id":"https://openalex.org/keywords/spotting","display_name":"Spotting","score":0.5907416343688965},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.44447624683380127},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4309364855289459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4243670403957367},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35531580448150635}],"concepts":[{"id":"https://openalex.org/C2781213101","wikidata":"https://www.wikidata.org/wiki/Q6398558","display_name":"Keyword spotting","level":2,"score":0.8248776197433472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.716675877571106},{"id":"https://openalex.org/C2779506182","wikidata":"https://www.wikidata.org/wiki/Q7580141","display_name":"Spotting","level":2,"score":0.5907416343688965},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.44447624683380127},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4309364855289459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4243670403957367},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35531580448150635}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14428/esann/2021.es2021-21","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-21","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-21","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"}],"best_oa_location":{"id":"doi:10.14428/esann/2021.es2021-21","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-21","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-21","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3205158038.pdf","grobid_xml":"https://content.openalex.org/works/W3205158038.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2407023693","https://openalex.org/W2526624408","https://openalex.org/W2531409750","https://openalex.org/W2612445135","https://openalex.org/W2765507192","https://openalex.org/W2769912137","https://openalex.org/W2783652918","https://openalex.org/W2797583228","https://openalex.org/W2799814362","https://openalex.org/W2808694371","https://openalex.org/W2885073348","https://openalex.org/W2888641632","https://openalex.org/W2903699999","https://openalex.org/W2910554758","https://openalex.org/W2950872548","https://openalex.org/W2963136578","https://openalex.org/W2963923251","https://openalex.org/W3067862503","https://openalex.org/W4297775537"],"related_works":["https://openalex.org/W2918559346","https://openalex.org/W3119978414","https://openalex.org/W2114097550","https://openalex.org/W2516975559","https://openalex.org/W3206647229","https://openalex.org/W4286904253","https://openalex.org/W2000885660","https://openalex.org/W1969408022","https://openalex.org/W2117995638","https://openalex.org/W1483316057"],"abstract_inverted_index":{"The":[0],"field":[1,37],"of":[2,29],"conversational":[3],"agents":[4],"is":[5,10],"growing":[6],"fast":[7],"and":[8,40],"there":[9],"an":[11],"increasing":[12],"need":[13],"for":[14],"algorithms":[15],"that":[16],"enhance":[17],"natural":[18],"interaction.":[19],"In":[20],"this":[21],"work":[22],"we":[23,26],"show":[24],"how":[25],"achieved":[27,46],"state":[28],"the":[30,34,42,72],"art":[31],"results":[32,48],"in":[33,49],"Keyword":[35],"Spotting":[36],"by":[38],"adapting":[39],"tweaking":[41],"Xception":[43],"algorithm,":[44],"which":[45],"outstanding":[47],"several":[50],"computer":[51],"vision":[52],"tasks.":[53],"We":[54],"obtained":[55],"about":[56],"96%":[57],"accuracy":[58],"when":[59],"classifying":[60],"audio":[61],"clips":[62],"belonging":[63],"to":[64],"35":[65],"different":[66],"categories,":[67],"beating":[68],"human":[69],"annotation":[70],"at":[71],"most":[73],"complex":[74],"tasks":[75],"proposed.":[76]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
