{"id":"https://openalex.org/W2066084510","doi":"https://doi.org/10.1109/icmew.2013.6618248","title":"An audio-visual approach to learning salient behaviors in couples' problem solving discussions","display_name":"An audio-visual approach to learning salient behaviors in couples' problem solving discussions","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2066084510","doi":"https://doi.org/10.1109/icmew.2013.6618248","mag":"2066084510"},"language":"en","primary_location":{"id":"doi:10.1109/icmew.2013.6618248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmew.2013.6618248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)","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/A5056048457","display_name":"James Gibson","orcid":"https://orcid.org/0000-0001-8572-307X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James Gibson","raw_affiliation_strings":["Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771377","display_name":"Bo Xiao","orcid":"https://orcid.org/0000-0003-3392-3293"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Xiao","raw_affiliation_strings":["Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021678540","display_name":"Panayiotis Georgiou","orcid":"https://orcid.org/0000-0002-0790-7161"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panayiotis G. Georgiou","raw_affiliation_strings":["Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010028928","display_name":"Shrikanth Narayanan","orcid":"https://orcid.org/0000-0002-1052-6204"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shrikanth Narayanan","raw_affiliation_strings":["Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis & Interpretation Laboratory, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056048457"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":0.9576,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75518332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9983000159263611,"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/T11309","display_name":"Music and Audio Processing","score":0.9983000159263611,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12031","display_name":"Speech and dialogue systems","score":0.9873999953269958,"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/salient","display_name":"Salient","score":0.8753533363342285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7156941890716553},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.7057449817657471},{"id":"https://openalex.org/keywords/blame","display_name":"Blame","score":0.5486963987350464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5377298593521118},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4581107795238495},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44413647055625916},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4211091101169586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3811160922050476},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33840352296829224},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3344022035598755},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20482808351516724},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.1600969135761261}],"concepts":[{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.8753533363342285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7156941890716553},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.7057449817657471},{"id":"https://openalex.org/C2781466463","wikidata":"https://www.wikidata.org/wiki/Q621695","display_name":"Blame","level":2,"score":0.5486963987350464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5377298593521118},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4581107795238495},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44413647055625916},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4211091101169586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3811160922050476},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33840352296829224},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3344022035598755},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20482808351516724},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.1600969135761261},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmew.2013.6618248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmew.2013.6618248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W41763246","https://openalex.org/W47232516","https://openalex.org/W1550821944","https://openalex.org/W1966233349","https://openalex.org/W1989464534","https://openalex.org/W2147069880","https://openalex.org/W2154558866","https://openalex.org/W2163474322","https://openalex.org/W2172207578","https://openalex.org/W2268620481","https://openalex.org/W2294606497","https://openalex.org/W3210232381","https://openalex.org/W6647799241","https://openalex.org/W6803376173"],"related_works":["https://openalex.org/W155568406","https://openalex.org/W4231203413","https://openalex.org/W3024440194","https://openalex.org/W2106648569","https://openalex.org/W2133405847","https://openalex.org/W2528395219","https://openalex.org/W4387792618","https://openalex.org/W2963644814","https://openalex.org/W3132105397","https://openalex.org/W2350575591"],"abstract_inverted_index":{"We":[0,35,56,79],"present":[1],"a":[2,53,59],"method":[3],"for":[4,72],"characterizing":[5,89],"salient":[6,67],"behavioral":[7,17],"events":[8],"from":[9,52],"audio-visual":[10],"data":[11],"of":[12,27,93,102],"dyadic":[13],"human":[14,74],"interactions.":[15],"This":[16],"signal":[18],"processing":[19],"work":[20],"is":[21],"aimed":[22],"at":[23],"supporting":[24],"observational":[25],"analysis":[26],"domain":[28],"experts":[29],"such":[30,95],"as":[31,42,44,96],"psychologists":[32],"and":[33,38,69,98],"clinicians.":[34],"extract":[36],"prosodic":[37],"spectral":[39],"speech":[40],"features":[41,48],"well":[43],"visual":[45,70],"motion":[46],"vector":[47],"on":[49],"overlapping":[50],"windows":[51],"multimodal":[54,86],"corpus.":[55],"then":[57],"apply":[58],"technique":[60],"called":[61],"multiple":[62],"instance":[63],"learning":[64],"to":[65],"detect":[66],"audio":[68],"instances":[71],"predicting":[73],"expert":[75],"annotated":[76],"behavior":[77,91],"ratings.":[78],"demonstrate":[80],"the":[81],"performance":[82],"gains":[83],"achieved":[84],"through":[85],"fusion":[87],"in":[88,100],"complex":[90],"patterns":[92],"interest":[94],"blame":[97],"acceptance":[99],"recordings":[101],"couples'":[103],"problem":[104],"solving":[105],"discussions":[106],"during":[107],"marital":[108],"therapy.":[109]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}