{"id":"https://openalex.org/W2795048404","doi":"https://doi.org/10.1145/3191734","title":"rConverse","display_name":"rConverse","publication_year":2018,"publication_date":"2018-03-26","ids":{"openalex":"https://openalex.org/W2795048404","doi":"https://doi.org/10.1145/3191734","mag":"2795048404","pmid":"https://pubmed.ncbi.nlm.nih.gov/30417165"},"language":"en","primary_location":{"id":"doi:10.1145/3191734","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3191734","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6223316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015336571","display_name":"Rummana Bari","orcid":null},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rummana Bari","raw_affiliation_strings":["University of Memphis, Electrical and Computer Engineering, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Memphis, Electrical and Computer Engineering, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103216902","display_name":"Roy J. Adams","orcid":"https://orcid.org/0000-0001-6859-3007"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roy J. Adams","raw_affiliation_strings":["University of Massachusetts Amherst, Computer Science, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Computer Science, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103222656","display_name":"Md. Mahbubur Rahman","orcid":"https://orcid.org/0000-0002-3236-1666"},"institutions":[{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]},{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]},{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md. Mahbubur Rahman","raw_affiliation_strings":["University of Memphis, Now works at Samsung Research America, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Memphis, Now works at Samsung Research America, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173","https://openalex.org/I94658018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083204880","display_name":"Megan Battles Parsons","orcid":null},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan Battles Parsons","raw_affiliation_strings":["University of Memphis, Communication Science and Disorder, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Memphis, Communication Science and Disorder, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068049010","display_name":"Eugene H. Buder","orcid":"https://orcid.org/0000-0002-6195-5199"},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugene H. Buder","raw_affiliation_strings":["University of Memphis, Communication Science and Disorder, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Memphis, Communication Science and Disorder, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042168950","display_name":"Santosh Kumar","orcid":"https://orcid.org/0000-0002-9273-0291"},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Santosh Kumar","raw_affiliation_strings":["University of Memphis, Computer Science, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Memphis, Computer Science, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015336571"],"corresponding_institution_ids":["https://openalex.org/I94658018"],"apc_list":null,"apc_paid":null,"fwci":3.1468,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92727391,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2","issue":"1","first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9973999857902527,"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/T10860","display_name":"Speech and Audio Processing","score":0.9973999857902527,"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/T11309","display_name":"Music and Audio Processing","score":0.9955000281333923,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.8453185558319092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981642246246338},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5943526029586792},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5866433382034302},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48338499665260315},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.4704267978668213},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.43849730491638184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4245883524417877},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.4200298488140106},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38858291506767273},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19432315230369568},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.15875744819641113}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.8453185558319092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981642246246338},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5943526029586792},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5866433382034302},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48338499665260315},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.4704267978668213},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.43849730491638184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4245883524417877},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.4200298488140106},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38858291506767273},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19432315230369568},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.15875744819641113},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3191734","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3191734","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmid:30417165","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30417165","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies","raw_type":null},{"id":"pmh:oai:europepmc.org:5171297","is_oa":false,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6223316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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:oai:pubmedcentral.nih.gov:6223316","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6223316","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM Interact Mob Wearable Ubiquitous Technol","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6223316","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6223316","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM Interact Mob Wearable Ubiquitous Technol","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4106564776","display_name":null,"funder_award_id":"s IIS-1722646, ACI-1640813, CNS-1212901 and IIS-1231754","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W87227870","https://openalex.org/W147273232","https://openalex.org/W1473432109","https://openalex.org/W1511986666","https://openalex.org/W1888142376","https://openalex.org/W1962925405","https://openalex.org/W1964725106","https://openalex.org/W1973939185","https://openalex.org/W1978470410","https://openalex.org/W1980496360","https://openalex.org/W1985006367","https://openalex.org/W1988180373","https://openalex.org/W1991459328","https://openalex.org/W2001427711","https://openalex.org/W2012447944","https://openalex.org/W2017695267","https://openalex.org/W2019241680","https://openalex.org/W2021362271","https://openalex.org/W2032512569","https://openalex.org/W2039770758","https://openalex.org/W2040265131","https://openalex.org/W2040730715","https://openalex.org/W2041167114","https://openalex.org/W2048924502","https://openalex.org/W2051555758","https://openalex.org/W2055483942","https://openalex.org/W2064387031","https://openalex.org/W2065726711","https://openalex.org/W2081445334","https://openalex.org/W2088366166","https://openalex.org/W2090252063","https://openalex.org/W2092244451","https://openalex.org/W2105842272","https://openalex.org/W2107357210","https://openalex.org/W2108950108","https://openalex.org/W2110867858","https://openalex.org/W2118142207","https://openalex.org/W2134275125","https://openalex.org/W2142057670","https://openalex.org/W2142258645","https://openalex.org/W2144279833","https://openalex.org/W2147880316","https://openalex.org/W2147883637","https://openalex.org/W2170605818","https://openalex.org/W2171679232","https://openalex.org/W2178773817","https://openalex.org/W2288793952","https://openalex.org/W2317015831","https://openalex.org/W2329946781","https://openalex.org/W2332921693","https://openalex.org/W2396047719","https://openalex.org/W2461173082","https://openalex.org/W2493804677","https://openalex.org/W2507908806","https://openalex.org/W2512564223","https://openalex.org/W2563143987","https://openalex.org/W2754237511","https://openalex.org/W2914584698","https://openalex.org/W3010318089","https://openalex.org/W3145102994"],"related_works":["https://openalex.org/W1968552888","https://openalex.org/W1527532029","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2772323916","https://openalex.org/W2281307425","https://openalex.org/W1511346092","https://openalex.org/W2464405057"],"abstract_inverted_index":{",":[0],"to":[1],"classify":[2],"respiration":[3],"cycles":[4],"into":[5],"speech":[6],"or":[7],"non-speech,":[8],"and":[9,22],"subsequently":[10],"infer":[11],"conversation":[12,25,54],"episodes.":[13],"Our":[14],"model":[15],"achieves":[16],"82.7%":[17],"accuracy":[18,29,58,68],"for":[19],"speech/non-speech":[20],"classification":[21],"it":[23],"identifies":[24,53],"episodes":[26,55],"with":[27,49,56],"95.9%":[28],"on":[30,59,73],"lab":[31],"data":[32,76],"using":[33],"a":[34,46,70],"leave-one-subject-out":[35],"cross-validation.":[36],"Finally,":[37],"the":[38,67,74],"system":[39],"is":[40,77],"validated":[41],"against":[42],"audio":[43],"ground-truth":[44],"in":[45],"field":[47,63],"study":[48],"32":[50],"participants.":[51],"rConverse":[52],"71.7%":[57],"254":[60],"hours":[61],"of":[62],"data.":[64],"For":[65],"comparison,":[66],"from":[69],"high-quality":[71],"audio-recorder":[72],"same":[75],"71.9%.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2018-04-06T00:00:00"}
