{"id":"https://openalex.org/W3046013785","doi":"https://doi.org/10.21437/interspeech.2020-1598","title":"Detecting and Analysing Spontaneous Oral Cancer Speech in the Wild","display_name":"Detecting and Analysing Spontaneous Oral Cancer Speech in the Wild","publication_year":2020,"publication_date":"2020-10-25","ids":{"openalex":"https://openalex.org/W3046013785","doi":"https://doi.org/10.21437/interspeech.2020-1598","mag":"3046013785"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2020-1598","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-1598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://handle.uba.uva.nl/personal/pure/en/publications/detecting-and-analysing-spontaneous-oral-cancer-speech-in-the-wild(08afe3cb-c359-440c-907d-10ec2ff38f1e).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019343311","display_name":"Bence Mark Halpern","orcid":"https://orcid.org/0000-0001-8787-359X"},"institutions":[{"id":"https://openalex.org/I2898336195","display_name":"The Netherlands Cancer Institute","ror":"https://ror.org/03xqtf034","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2898336195"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bence Mark Halpern","raw_affiliation_strings":["Netherlands Cancer Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netherlands Cancer Institute","institution_ids":["https://openalex.org/I2898336195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043585751","display_name":"R.J.J.H. van Son","orcid":"https://orcid.org/0000-0001-6321-7635"},"institutions":[{"id":"https://openalex.org/I2898336195","display_name":"The Netherlands Cancer Institute","ror":"https://ror.org/03xqtf034","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2898336195"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rob van Son","raw_affiliation_strings":["Netherlands Cancer Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netherlands Cancer Institute","institution_ids":["https://openalex.org/I2898336195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012310620","display_name":"Michiel W. M. van den Brekel","orcid":"https://orcid.org/0000-0002-6338-6743"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michiel van den Brekel","raw_affiliation_strings":["University of Amsterdam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048860892","display_name":"Odette Scharenborg","orcid":"https://orcid.org/0000-0003-0693-8852"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Odette Scharenborg","raw_affiliation_strings":["(Delft University of Technology)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"(Delft University of Technology)","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0769195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4826","last_page":"4830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9876999855041504,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9876999855041504,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9624999761581421,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13310","display_name":"Subtitles and Audiovisual Media","score":0.9528999924659729,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5775446891784668},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5576691031455994},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5469622015953064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46781420707702637},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.4199675917625427},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.4193957448005676},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3875359296798706},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3318042457103729},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3095332384109497},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.23161882162094116},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13775116205215454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07720246911048889}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5775446891784668},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5576691031455994},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5469622015953064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46781420707702637},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.4199675917625427},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.4193957448005676},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3875359296798706},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3318042457103729},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3095332384109497},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.23161882162094116},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13775116205215454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07720246911048889},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":10,"locations":[{"id":"doi:10.21437/interspeech.2020-1598","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-1598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire/08afe3cb-c359-440c-907d-10ec2ff38f1e","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/detecting-and-analysing-spontaneous-oral-cancer-speech-in-the-wild(08afe3cb-c359-440c-907d-10ec2ff38f1e).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Halpern, B M, van Son, R, van den Brekel, M & Scharenborg, O 2020, 'Detecting and analysing spontaneous oral cancer speech in the wild', Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, vol. 21, pp. 4826-4830. https://doi.org/10.21437/Interspeech.2020-1598","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.amsterdamumc.nl:publications/e8ea0921-1fe1-4cc6-819b-a4a42a88b1eb","is_oa":false,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/e8ea0921-1fe1-4cc6-819b-a4a42a88b1eb","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:arXiv.org:2007.14205","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.14205","pdf_url":"https://arxiv.org/pdf/2007.14205","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/0482eb75-84f8-44de-a7d5-df9dd9ae73b0","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/detecting-and-analysing-spontaneous-oral-cancer-speech-in-the-wild(0482eb75-84f8-44de-a7d5-df9dd9ae73b0).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Interspeech 2020, 2020-October, 4826 - 4830","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:oai:dare.uva.nl:publications/08afe3cb-c359-440c-907d-10ec2ff38f1e","is_oa":true,"landing_page_url":"https://zenodo.org/record/4268206#.X-CjXNZ7lFM","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Halpern, B M, van Son, R, van den Brekel, M & Scharenborg, O 2020, 'Detecting and analysing spontaneous oral cancer speech in the wild', Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, vol. 21, pp. 4826-4830. https://doi.org/10.21437/Interspeech.2020-1598","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:4268206","is_oa":true,"landing_page_url":"https://doi.org/10.21437/Interspeech.2020-1598","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/08afe3cb-c359-440c-907d-10ec2ff38f1e","is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/detecting-and-analysing-spontaneous-oral-cancer-speech-in-the-wild(08afe3cb-c359-440c-907d-10ec2ff38f1e).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 21, 4826 - 4830","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.2007.14205","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.14205","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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"},{"id":"mag:3046013785","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:openaire/08afe3cb-c359-440c-907d-10ec2ff38f1e","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/detecting-and-analysing-spontaneous-oral-cancer-speech-in-the-wild(08afe3cb-c359-440c-907d-10ec2ff38f1e).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Halpern, B M, van Son, R, van den Brekel, M & Scharenborg, O 2020, 'Detecting and analysing spontaneous oral cancer speech in the wild', Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, vol. 21, pp. 4826-4830. https://doi.org/10.21437/Interspeech.2020-1598","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3886170586","display_name":"Training Network on Automatic Processing of PAthological Speech","funder_award_id":"766287","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1524333225","https://openalex.org/W1576726887","https://openalex.org/W1797752490","https://openalex.org/W1967887210","https://openalex.org/W2000436309","https://openalex.org/W2001728551","https://openalex.org/W2002976016","https://openalex.org/W2041531370","https://openalex.org/W2046299281","https://openalex.org/W2085628288","https://openalex.org/W2090861223","https://openalex.org/W2102964187","https://openalex.org/W2129456397","https://openalex.org/W2135046866","https://openalex.org/W2137210220","https://openalex.org/W2151969795","https://openalex.org/W2157991791","https://openalex.org/W2165806037","https://openalex.org/W2168595965","https://openalex.org/W2187208074","https://openalex.org/W2191779130","https://openalex.org/W2401616750","https://openalex.org/W2535284666","https://openalex.org/W2726515241","https://openalex.org/W2962698288","https://openalex.org/W2962850830","https://openalex.org/W2962858109","https://openalex.org/W2964121744","https://openalex.org/W2964243274","https://openalex.org/W2970344472","https://openalex.org/W2973142754","https://openalex.org/W2973181078","https://openalex.org/W2996489182","https://openalex.org/W3013735531","https://openalex.org/W3024805264"],"related_works":["https://openalex.org/W3094856303","https://openalex.org/W2013056706","https://openalex.org/W2515864644","https://openalex.org/W2009168984","https://openalex.org/W2112533963","https://openalex.org/W2898974449","https://openalex.org/W2012008042","https://openalex.org/W1981212079","https://openalex.org/W2193012339","https://openalex.org/W1846051119","https://openalex.org/W3029488599","https://openalex.org/W2400244470","https://openalex.org/W2045123881","https://openalex.org/W2073705049","https://openalex.org/W2396720071","https://openalex.org/W2064494107","https://openalex.org/W2623405502","https://openalex.org/W2989852193","https://openalex.org/W2573863681","https://openalex.org/W2293957671"],"abstract_inverted_index":{"Oral":[0],"cancer":[1,20,43,56,85],"speech":[2,21,44,57,86],"is":[3],"a":[4,11,38],"disease":[5],"which":[6],"impacts":[7],"more":[8],"than":[9],"half":[10],"million":[12],"people":[13],"worldwide":[14],"every":[15],"year.":[16],"Analysis":[17],"of":[18,65],"oral":[19,42,55,84],"has":[22],"so":[23],"far":[24],"focused":[25],"on":[26,60],"read":[27],"speech.":[28],"In":[29],"this":[30,61],"paper,":[31],"we":[32],"1)":[33],"present":[34],"and":[35,74],"2)":[36],"analyse":[37],"three-hour":[39],"long":[40],"spontaneous":[41,83],"dataset":[45],"collected":[46],"from":[47],"YouTube.":[48],"3)":[49],"We":[50],"set":[51],"baselines":[52,70],"for":[53,82],"an":[54],"detection":[58],"task":[59],"dataset.":[62],"The":[63],"analysis":[64],"these":[66],"explainable":[67],"machine":[68],"learning":[69],"shows":[71],"that":[72],"sibilants":[73],"stop":[75],"consonants":[76],"are":[77],"the":[78],"most":[79],"important":[80],"indicators":[81],"detection.":[87]},"counts_by_year":[],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}