{"id":"https://openalex.org/W2674107936","doi":"https://doi.org/10.1109/icassp.2017.7952304","title":"Analysis and prediction of heart rate using speech features from natural speech","display_name":"Analysis and prediction of heart rate using speech features from natural speech","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2674107936","doi":"https://doi.org/10.1109/icassp.2017.7952304","mag":"2674107936"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7952304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952304","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/A5054414854","display_name":"Jennifer Smith","orcid":"https://orcid.org/0000-0001-8876-5531"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jennifer Smith","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072740718","display_name":"Andreas Tsiartas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Tsiartas","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107174154","display_name":"Elizabeth Shriberg","orcid":"https://orcid.org/0009-0004-3779-4956"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth Shriberg","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022894728","display_name":"Andreas Kathol","orcid":null},"institutions":[{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Kathol","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019777117","display_name":"Adrian R. Willoughby","orcid":"https://orcid.org/0000-0002-4214-2635"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adrian Willoughby","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067326330","display_name":"Massimiliano de Zambotti","orcid":"https://orcid.org/0000-0002-0057-5977"},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Massimiliano de Zambotti","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054414854"],"corresponding_institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"],"apc_list":null,"apc_paid":null,"fwci":1.8739,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85851238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"989","last_page":"993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9926000237464905,"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/leverage","display_name":"Leverage (statistics)","score":0.775259256362915},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7159999012947083},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.6634236574172974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6547011137008667},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.613272488117218},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5723574757575989},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4256558418273926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34501412510871887},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3418880105018616},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07140672206878662}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.775259256362915},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7159999012947083},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.6634236574172974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6547011137008667},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.613272488117218},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5723574757575989},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4256558418273926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34501412510871887},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3418880105018616},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07140672206878662}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2017.7952304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952304","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W99485238","https://openalex.org/W273955616","https://openalex.org/W654976423","https://openalex.org/W1964546269","https://openalex.org/W1966969224","https://openalex.org/W1967968483","https://openalex.org/W1980637529","https://openalex.org/W1999866689","https://openalex.org/W2012073220","https://openalex.org/W2029334490","https://openalex.org/W2045986023","https://openalex.org/W2054753215","https://openalex.org/W2085662862","https://openalex.org/W2097360283","https://openalex.org/W2118910613","https://openalex.org/W2135046866","https://openalex.org/W2137278606","https://openalex.org/W2148154194","https://openalex.org/W2162134198","https://openalex.org/W2186879428","https://openalex.org/W2220182234","https://openalex.org/W2250184987","https://openalex.org/W2299437279","https://openalex.org/W2395244130","https://openalex.org/W2911964244","https://openalex.org/W4294541781","https://openalex.org/W6604030209","https://openalex.org/W6610017368","https://openalex.org/W6687103011","https://openalex.org/W6711899663","https://openalex.org/W7039757881"],"related_works":["https://openalex.org/W4287812790","https://openalex.org/W3017861469","https://openalex.org/W3035597485","https://openalex.org/W3213312935","https://openalex.org/W3201396246","https://openalex.org/W2348993941","https://openalex.org/W642007152","https://openalex.org/W2401827384","https://openalex.org/W2355290951","https://openalex.org/W4304187160"],"abstract_inverted_index":{"Interactive":[0],"voice":[1],"technologies":[2],"can":[3],"leverage":[4],"biosignals,":[5],"such":[6],"as":[7,52,146,151],"heart":[8],"rate":[9],"(HR),":[10],"to":[11,44,100,109,114,143],"infer":[12],"the":[13,17,38,69,78,94,103,128,137],"psychophysiological":[14],"state":[15],"of":[16,21,73,93],"user.":[18],"Voice-based":[19],"detection":[20],"HR":[22,34,64,72,98,139],"is":[23,105,125,130],"attractive":[24],"because":[25],"it":[26,152],"does":[27,140,153],"not":[28,141],"require":[29],"additional":[30],"sensors.":[31],"We":[32,66,133],"predict":[33],"from":[35,87],"speech":[36,51,150],"using":[37,55],"SRI":[39],"BioFrustration":[40],"Corpus.":[41],"In":[42],"contrast":[43,77],"previous":[45],"studies":[46],"we":[47],"use":[48],"continuous":[49],"spontaneous":[50],"input.":[53],"Results":[54,89],"random":[56],"forests":[57],"show":[58],"modest":[59],"but":[60],"significant":[61],"effects":[62,70,79],"on":[63,71],"prediction.":[65],"further":[67],"explore":[68],"speaking":[74,108],"itself,":[75],"and":[76,121,158],"when":[80,127],"interactions":[81],"induce":[82],"neutral":[83,155],"versus":[84],"frustrated":[85,149],"responses":[86],"users.":[88],"reveal":[90],"that":[91,122,136],"regardless":[92],"user's":[95,138],"emotional":[96],"state,":[97],"tends":[99],"increase":[101],"while":[102],"user":[104],"engaged":[106],"in":[107],"a":[110,115],"dialog":[111],"system":[112],"relative":[113],"silent":[116],"region":[117],"right":[118],"before":[119],"speech,":[120],"this":[123],"effect":[124],"greater":[126],"subject":[129],"expressing":[131],"frustration.":[132],"also":[134],"find":[135],"recover":[142],"pre-speaking":[144],"levels":[145],"quickly":[147],"after":[148,154],"speech.":[156],"Implications":[157],"future":[159],"directions":[160],"are":[161],"discussed.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
