{"id":"https://openalex.org/W2708494220","doi":"https://doi.org/10.1109/icassp.2017.7953244","title":"A Deep Learning approach to modeling competitiveness in spoken conversations","display_name":"A Deep Learning approach to modeling competitiveness in spoken conversations","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2708494220","doi":"https://doi.org/10.1109/icassp.2017.7953244","mag":"2708494220"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7953244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7953244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022279488","display_name":"Shammur Absar Chowdhury","orcid":"https://orcid.org/0000-0002-1331-2543"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Shammur Absar Chowdhury","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062879885","display_name":"Giuseppe Riccardi","orcid":"https://orcid.org/0000-0002-0739-8184"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Riccardi","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022279488"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":1.8576,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88587965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"29","issue":null,"first_page":"5680","last_page":"5684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9998999834060669,"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/T12031","display_name":"Speech and dialogue systems","score":0.9998999834060669,"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":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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":0.7896418571472168},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.7164033055305481},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6932499408721924},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6461222767829895},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.609626054763794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.564417839050293},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5460744500160217},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.500697135925293},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4668083190917969},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.435403048992157},{"id":"https://openalex.org/keywords/dialog-system","display_name":"Dialog system","score":0.42484724521636963},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.42339563369750977},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38963475823402405},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09005379676818848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896418571472168},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.7164033055305481},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6932499408721924},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6461222767829895},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.609626054763794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.564417839050293},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5460744500160217},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.500697135925293},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4668083190917969},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.435403048992157},{"id":"https://openalex.org/C190954187","wikidata":"https://www.wikidata.org/wiki/Q5270587","display_name":"Dialog system","level":3,"score":0.42484724521636963},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.42339563369750977},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38963475823402405},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09005379676818848},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2017.7953244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7953244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/208265","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/208265","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320333065","display_name":"Seventh Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W38032354","https://openalex.org/W1485675149","https://openalex.org/W1588914778","https://openalex.org/W1964725106","https://openalex.org/W1987048275","https://openalex.org/W2000335122","https://openalex.org/W2001292406","https://openalex.org/W2019330847","https://openalex.org/W2024034741","https://openalex.org/W2090777335","https://openalex.org/W2106078370","https://openalex.org/W2133497422","https://openalex.org/W2133990480","https://openalex.org/W2138857742","https://openalex.org/W2143612262","https://openalex.org/W2146502635","https://openalex.org/W2149684865","https://openalex.org/W2153190547","https://openalex.org/W2160097020","https://openalex.org/W2161345458","https://openalex.org/W2163605009","https://openalex.org/W2245428411","https://openalex.org/W2250644439","https://openalex.org/W2400178492","https://openalex.org/W2404852335","https://openalex.org/W2514841977","https://openalex.org/W2573046137","https://openalex.org/W4248634141","https://openalex.org/W4390926436","https://openalex.org/W6601567445","https://openalex.org/W6680110485","https://openalex.org/W6680300913","https://openalex.org/W6681435938","https://openalex.org/W6684191040","https://openalex.org/W6712905646","https://openalex.org/W6731870804"],"related_works":["https://openalex.org/W48079147","https://openalex.org/W2563921006","https://openalex.org/W1963944933","https://openalex.org/W1600043506","https://openalex.org/W2111550420","https://openalex.org/W2549666521","https://openalex.org/W3133893348","https://openalex.org/W2920931047","https://openalex.org/W1977846844","https://openalex.org/W2901575119"],"abstract_inverted_index":{"The":[0],"motivation":[1],"behind":[2,34],"the":[3,13,31,35,41,48,53,105,130,135],"research":[4],"on":[5,111],"overlapping":[6,87],"speech":[7,46,88],"has":[8],"always":[9],"been":[10],"dominated":[11],"by":[12,139],"need":[14,38],"to":[15,39,51,83,104],"model":[16,138],"human-machine":[17],"interaction":[18],"for":[19],"dialog":[20],"systems":[21],"and":[22,91,94,134,141],"conversation":[23],"analysis.":[24],"To":[25],"have":[26,118],"more":[27],"complex":[28],"insights":[29],"of":[30,43],"interlocutors'":[32],"intentions":[33],"interaction,":[36],"we":[37,77],"understand":[40],"type":[42],"overlaps.":[44],"Overlapping":[45],"signals":[47,66],"interlocutor's":[49],"intention":[50],"grab":[52],"floor.":[54],"This":[55],"act":[56],"could":[57],"be":[58],"a":[59,67,79,99],"competitive":[60],"or":[61,69],"non-competitive":[62],"act,":[63],"which":[64],"either":[65],"problem":[68],"indicates":[70],"assistance":[71],"in":[72,86],"communication.":[73],"In":[74],"this":[75],"paper,":[76],"present":[78],"Deep":[80],"Learning":[81],"approach":[82],"modeling":[84],"competitiveness":[85],"using":[89],"acoustic":[90],"lexical":[92],"features":[93],"their":[95],"combination.":[96],"We":[97,117],"compare":[98],"fully-connected":[100],"feed-forward":[101],"neural":[102],"network":[103],"Support":[106],"Vector":[107],"Machine":[108],"(SVM)":[109],"models":[110],"real":[112],"call":[113],"center":[114],"human-human":[115],"conversations.":[116],"observed":[119],"that":[120],"feature":[121,132,136],"combination":[122,137],"with":[123],"DNN":[124],"(significantly)":[125],"outperforms":[126],"SVM":[127],"models,":[128],"both":[129],"individual":[131],"baselines":[133],"4%":[140],"2%":[142],"respectively.":[143]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
