{"id":"https://openalex.org/W2530305026","doi":"https://doi.org/10.1145/2988257.2988261","title":"Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features","display_name":"Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features","publication_year":2016,"publication_date":"2016-10-12","ids":{"openalex":"https://openalex.org/W2530305026","doi":"https://doi.org/10.1145/2988257.2988261","mag":"2530305026"},"language":"en","primary_location":{"id":"doi:10.1145/2988257.2988261","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2988257.2988261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049213820","display_name":"Md Nasir","orcid":"https://orcid.org/0000-0002-3955-0996"},"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":"Md Nasir","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067289130","display_name":"Arindam Jati","orcid":"https://orcid.org/0000-0002-9498-8536"},"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":"Arindam Jati","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088032905","display_name":"Prashanth Gurunath Shivakumar","orcid":"https://orcid.org/0000-0003-1632-3309"},"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":"Prashanth Gurunath Shivakumar","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024592181","display_name":"Sandeep Nallan Chakravarthula","orcid":null},"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":"Sandeep Nallan Chakravarthula","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","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 Georgiou","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":136,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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/T10860","display_name":"Speech and Audio Processing","score":0.9973000288009644,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9890999794006348,"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/landmark","display_name":"Landmark","score":0.9152025580406189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7762033939361572},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.7301419973373413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.665151059627533},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5852201581001282},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5217931270599365},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5008442401885986},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4929957091808319},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4919250011444092},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4470491111278534},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.3886171579360962},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35031697154045105}],"concepts":[{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.9152025580406189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762033939361572},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.7301419973373413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.665151059627533},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5852201581001282},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5217931270599365},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5008442401885986},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4929957091808319},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4919250011444092},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4470491111278534},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3886171579360962},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35031697154045105},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2988257.2988261","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2988257.2988261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W91600810","https://openalex.org/W569114395","https://openalex.org/W1538482441","https://openalex.org/W1542841509","https://openalex.org/W1569534989","https://openalex.org/W1967829849","https://openalex.org/W1968600824","https://openalex.org/W1985765492","https://openalex.org/W1988088279","https://openalex.org/W1988653510","https://openalex.org/W1989085243","https://openalex.org/W2006217447","https://openalex.org/W2010632490","https://openalex.org/W2018758427","https://openalex.org/W2039056175","https://openalex.org/W2042696471","https://openalex.org/W2043772506","https://openalex.org/W2048533792","https://openalex.org/W2077684629","https://openalex.org/W2085076344","https://openalex.org/W2085662862","https://openalex.org/W2103011877","https://openalex.org/W2134431612","https://openalex.org/W2144005487","https://openalex.org/W2148822124","https://openalex.org/W2149492631","https://openalex.org/W2150769028","https://openalex.org/W2162574641","https://openalex.org/W2163928333","https://openalex.org/W2170160479","https://openalex.org/W2172110927","https://openalex.org/W2239141610","https://openalex.org/W2252180568","https://openalex.org/W2346454595","https://openalex.org/W2394851080","https://openalex.org/W2395639500","https://openalex.org/W2395750323","https://openalex.org/W2397474108","https://openalex.org/W2398362606","https://openalex.org/W2400979883","https://openalex.org/W2402715013","https://openalex.org/W2407148078","https://openalex.org/W2407501792","https://openalex.org/W2408021097","https://openalex.org/W2419242317","https://openalex.org/W2516947558","https://openalex.org/W2531569042","https://openalex.org/W2607686895","https://openalex.org/W2963433242","https://openalex.org/W2997591727","https://openalex.org/W4235190452","https://openalex.org/W4241434537","https://openalex.org/W4251443534","https://openalex.org/W4376542976"],"related_works":["https://openalex.org/W2016546218","https://openalex.org/W2352223314","https://openalex.org/W166366606","https://openalex.org/W2509104183","https://openalex.org/W2509618504","https://openalex.org/W2156243485","https://openalex.org/W2098911910","https://openalex.org/W2336974148","https://openalex.org/W2345184372","https://openalex.org/W2154461499"],"abstract_inverted_index":{"Automatic":[0],"classification":[1,21,45],"of":[2,26,39,84],"depression":[3,20],"using":[4],"audiovisual":[5],"cues":[6],"can":[7],"help":[8],"towards":[9],"its":[10],"objective":[11],"diagnosis.":[12],"In":[13,53],"this":[14],"paper,":[15],"we":[16],"present":[17],"a":[18,24,37],"multimodal":[19],"system":[22,100],"as":[23,101],"part":[25],"the":[27,54,66,79,89,97],"2016":[28],"Audio/Visual":[29],"Emotion":[30],"Challenge":[31],"and":[32,41,50,95],"Workshop":[33],"(AVEC2016).":[34],"We":[35],"investigate":[36],"number":[38],"audio":[40,55],"video":[42],"features":[43,87],"for":[44],"with":[46,71],"different":[47],"fusion":[48],"techniques":[49],"temporal":[51],"contexts.":[52],"modality,":[56],"Teager":[57],"energy":[58],"cepstral":[59],"coefficients~(TECC)":[60],"outperform":[61],"standard":[62],"baseline":[63,99],"features;":[64],"while":[65],"best":[67,90,98],"accuracy":[68],"is":[69],"achieved":[70],"i-vector":[72],"modelling":[73],"based":[74],"on":[75],"MFCC":[76],"features.":[77],"On":[78],"other":[80],"hand,":[81],"polynomial":[82],"parameterization":[83],"facial":[85],"landmark":[86],"achieves":[88],"performance":[91],"among":[92],"all":[93],"systems":[94],"outperforms":[96],"well.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}