{"id":"https://openalex.org/W4317927902","doi":"https://doi.org/10.1145/3560905.3568508","title":"Hearing Heartbeat from Voice","display_name":"Hearing Heartbeat from Voice","publication_year":2022,"publication_date":"2022-11-06","ids":{"openalex":"https://openalex.org/W4317927902","doi":"https://doi.org/10.1145/3560905.3568508"},"language":"en","primary_location":{"id":"doi:10.1145/3560905.3568508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3560905.3568508","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3560905.3568508","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3560905.3568508","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027249863","display_name":"Chenhan Xu","orcid":"https://orcid.org/0000-0002-1395-4570"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chenhan Xu","raw_affiliation_strings":["University at Buffalo"],"affiliations":[{"raw_affiliation_string":"University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371623","display_name":"Tianyu Chen","orcid":"https://orcid.org/0000-0002-4211-5581"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianyu Chen","raw_affiliation_strings":["University at Buffalo"],"affiliations":[{"raw_affiliation_string":"University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055511404","display_name":"Huining Li","orcid":"https://orcid.org/0000-0003-3865-3587"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huining Li","raw_affiliation_strings":["University at Buffalo"],"affiliations":[{"raw_affiliation_string":"University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063863904","display_name":"Alexander Gherardi","orcid":"https://orcid.org/0000-0001-8006-7253"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Gherardi","raw_affiliation_strings":["University at Buffalo"],"affiliations":[{"raw_affiliation_string":"University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031675473","display_name":"Michelle Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Weng","raw_affiliation_strings":["University at Buffalo"],"affiliations":[{"raw_affiliation_string":"University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016863481","display_name":"Zhengxiong Li","orcid":"https://orcid.org/0000-0003-1880-5096"},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengxiong Li","raw_affiliation_strings":["University of Colorado Denver"],"affiliations":[{"raw_affiliation_string":"University of Colorado Denver","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035679293","display_name":"Wenyao Xu","orcid":"https://orcid.org/0000-0001-6444-9411"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenyao Xu","raw_affiliation_strings":["University at Buffalo"],"affiliations":[{"raw_affiliation_string":"University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5027249863"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":1.5067,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8397527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.8281333446502686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7311626076698303},{"id":"https://openalex.org/keywords/microphone","display_name":"Microphone","score":0.6850670576095581},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6029980182647705},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5158187747001648},{"id":"https://openalex.org/keywords/heart-sounds","display_name":"Heart sounds","score":0.4780184030532837},{"id":"https://openalex.org/keywords/voice-command-device","display_name":"Voice command device","score":0.43690332770347595},{"id":"https://openalex.org/keywords/touchscreen","display_name":"Touchscreen","score":0.43369734287261963},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4147678315639496},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11441561579704285},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0999392569065094}],"concepts":[{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.8281333446502686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7311626076698303},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.6850670576095581},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6029980182647705},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5158187747001648},{"id":"https://openalex.org/C2779435589","wikidata":"https://www.wikidata.org/wiki/Q967103","display_name":"Heart sounds","level":2,"score":0.4780184030532837},{"id":"https://openalex.org/C178718744","wikidata":"https://www.wikidata.org/wiki/Q2350070","display_name":"Voice command device","level":2,"score":0.43690332770347595},{"id":"https://openalex.org/C2778539339","wikidata":"https://www.wikidata.org/wiki/Q165970","display_name":"Touchscreen","level":2,"score":0.43369734287261963},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4147678315639496},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11441561579704285},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0999392569065094},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C68115822","wikidata":"https://www.wikidata.org/wiki/Q1068172","display_name":"Sound pressure","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3560905.3568508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3560905.3568508","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3560905.3568508","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3560905.3568508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3560905.3568508","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3560905.3568508","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8250829204","display_name":null,"funder_award_id":"CNS-2050910, ECCS-2028872","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317927902.pdf","grobid_xml":"https://content.openalex.org/works/W4317927902.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1967968483","https://openalex.org/W1971243715","https://openalex.org/W1972304037","https://openalex.org/W1977986674","https://openalex.org/W1982345242","https://openalex.org/W1989104072","https://openalex.org/W2002996639","https://openalex.org/W2021320575","https://openalex.org/W2043804865","https://openalex.org/W2044308859","https://openalex.org/W2055473405","https://openalex.org/W2066947968","https://openalex.org/W2069702054","https://openalex.org/W2084050414","https://openalex.org/W2084322426","https://openalex.org/W2149354205","https://openalex.org/W2153859070","https://openalex.org/W2170637665","https://openalex.org/W2250184987","https://openalex.org/W2336521706","https://openalex.org/W2498324794","https://openalex.org/W2523714292","https://openalex.org/W2530921900","https://openalex.org/W2546781373","https://openalex.org/W2674107936","https://openalex.org/W2771521703","https://openalex.org/W2793979567","https://openalex.org/W2795302640","https://openalex.org/W2798538010","https://openalex.org/W2809882279","https://openalex.org/W2920790154","https://openalex.org/W2963470893","https://openalex.org/W2965272715","https://openalex.org/W3024169794","https://openalex.org/W3083662943","https://openalex.org/W3089079408","https://openalex.org/W3104903508","https://openalex.org/W3112260249","https://openalex.org/W3137914271","https://openalex.org/W3161801451","https://openalex.org/W3164008977","https://openalex.org/W3175464388","https://openalex.org/W3199516229","https://openalex.org/W3201025071","https://openalex.org/W3206850816","https://openalex.org/W4206319965","https://openalex.org/W4301202368","https://openalex.org/W4376577227","https://openalex.org/W6606891248","https://openalex.org/W6638563129","https://openalex.org/W6679996889","https://openalex.org/W6720122106","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2362245340","https://openalex.org/W2016136991","https://openalex.org/W2611740235","https://openalex.org/W2548919583","https://openalex.org/W3183694079","https://openalex.org/W2549391829","https://openalex.org/W427448412","https://openalex.org/W2889992002","https://openalex.org/W2276201899","https://openalex.org/W3178141655"],"abstract_inverted_index":{"Voice":[0],"user":[1,20],"interfaces":[2],"(VUIs)":[3],"have":[4],"been":[5],"adopted":[6],"in":[7,13,52,87,109],"many":[8],"IoT":[9],"and":[10,27,33,38,113,152,182],"mobile":[11],"devices":[12],"daily":[14],"life.":[15],"VUIs":[16,65],"provide":[17],"a":[18,115],"good":[19],"experience":[21],"with":[22,31],"lower-cost":[23],"hardware":[24],"(i.e.,":[25],"microphone)":[26],"higher":[28],"throughput":[29],"(compared":[30],"keyboard":[32],"touchscreen).":[34],"Currently,":[35],"identity":[36],"authentication":[37],"receiving":[39],"commands":[40,68],"are":[41],"the":[42,53,80,88,93,96,128,147,167],"two":[43],"most":[44],"common":[45],"interactions":[46],"through":[47],"VUIs,":[48],"leaving":[49],"physiological":[50],"information":[51],"voice":[54,67,100,104,111,151],"unexploited.":[55],"Recognizing":[56],"this":[57,126],"untapped":[58],"potential,":[59],"we":[60,136],"propose":[61],"VocalHR":[62,76,102,157,175],"to":[63,69,119,145,178],"extend":[64],"beyond":[66],"heart":[70,133,153,168],"activity":[71,108,134],"sensing":[72,164],"without":[73],"additional":[74],"hardware.":[75],"is":[77,85,127,176],"built":[78],"upon":[79],"voice-heart":[81],"modulation":[82],"effect,":[83],"which":[84],"rooted":[86],"cardiac":[89,107,123],"activities'":[90],"impacts":[91],"on":[92,140,166],"behavior":[94],"of":[95,106],"vocal":[97],"organ":[98],"during":[99],"production.":[101],"captures":[103],"features":[105,121],"multiple":[110],"organs":[112],"proposes":[114],"deep":[116],"learning":[117],"pipeline":[118],"transform":[120],"into":[122],"activities.":[124,154],"As":[125],"first":[129],"study":[130],"exploring":[131],"voice-based":[132],"sensing,":[135],"conducted":[137],"extensive":[138],"experiments":[139],"43":[141],"demographically":[142],"diverse":[143],"subjects":[144],"verify":[146],"intrinsic":[148],"link":[149],"between":[150],"On":[155],"average,":[156],"can":[158],"achieve":[159],"less":[160],"than":[161],"11.1%":[162],"normalized":[163],"error":[165],"event":[169],"timing.":[170],"Our":[171],"further":[172],"evaluation":[173],"shows":[174],"robust":[177],"different":[179],"microphone":[180],"specifications":[181],"varying":[183],"speech":[184],"rates.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}