{"id":"https://openalex.org/W2511508976","doi":"https://doi.org/10.21437/interspeech.2016-998","title":"Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks","display_name":"Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks","publication_year":2016,"publication_date":"2016-08-29","ids":{"openalex":"https://openalex.org/W2511508976","doi":"https://doi.org/10.21437/interspeech.2016-998","mag":"2511508976"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2016-998","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2016-998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2016","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01494003","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036056631","display_name":"Zixing Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zixing Zhang","raw_affiliation_strings":["CIS - Chair of Complex and Intelligent Systems (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS - Chair of Complex and Intelligent Systems (Germany)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026933067","display_name":"Fabien Ringeval","orcid":"https://orcid.org/0000-0002-9213-4529"},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabien Ringeval","raw_affiliation_strings":["CIS - Chair of Complex and Intelligent Systems (Germany)","GETALP - Groupe d\u2019\u00c9tude en Traduction Automatique/Traitement Automatis\u00e9 des Langues et de la Parole (Laboratoire LIG - B\u00e2timent IMAG - 700 avenue Centrale, CS 40700 - 38058 Grenoble cedex 9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS - Chair of Complex and Intelligent Systems (Germany)","institution_ids":[]},{"raw_affiliation_string":"GETALP - Groupe d\u2019\u00c9tude en Traduction Automatique/Traitement Automatis\u00e9 des Langues et de la Parole (Laboratoire LIG - B\u00e2timent IMAG - 700 avenue Centrale, CS 40700 - 38058 Grenoble cedex 9 - France)","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I4210124956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069921704","display_name":"Jing Han","orcid":"https://orcid.org/0000-0001-5776-6849"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Han","raw_affiliation_strings":["CIS - Chair of Complex and Intelligent Systems (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS - Chair of Complex and Intelligent Systems (Germany)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759486","display_name":"Jun Deng","orcid":"https://orcid.org/0000-0003-3196-8690"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Deng","raw_affiliation_strings":["CIS - Chair of Complex and Intelligent Systems (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS - Chair of Complex and Intelligent Systems (Germany)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009327522","display_name":"Erik Marchi","orcid":"https://orcid.org/0000-0002-5335-6356"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erik Marchi","raw_affiliation_strings":["CIS - Chair of Complex and Intelligent Systems (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS - Chair of Complex and Intelligent Systems (Germany)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043060302","display_name":"Bj\u00f6rn W. Schuller","orcid":"https://orcid.org/0000-0002-6478-8699"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Schuller","raw_affiliation_strings":["CIS - Chair of Complex and Intelligent Systems (Germany)","Department of Computing [London] (180 Queen's Gate South Kensington Campus Imperial College London London SW7 2AZ - United Kingdom)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS - Chair of Complex and Intelligent Systems (Germany)","institution_ids":[]},{"raw_affiliation_string":"Department of Computing [London] (180 Queen's Gate South Kensington Campus Imperial College London London SW7 2AZ - United Kingdom)","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.3704,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.99028037,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3593","last_page":"3597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9991999864578247,"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/computer-science","display_name":"Computer science","score":0.7446378469467163},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.736171543598175},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7358402013778687},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6012048721313477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5605923533439636},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.486594557762146},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4240819215774536},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4197508692741394},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.41713863611221313},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38945627212524414},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3725408911705017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7446378469467163},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.736171543598175},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7358402013778687},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6012048721313477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5605923533439636},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.486594557762146},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4240819215774536},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4197508692741394},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.41713863611221313},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38945627212524414},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3725408911705017},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21437/interspeech.2016-998","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2016-998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2016","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01494003v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01494003","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.interspeech2016.org/","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:72147","is_oa":false,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-721470","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01494003v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01494003","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.interspeech2016.org/","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320324190","display_name":"Bundesministerium f\u00fcr Wissenschaft und Forschung","ror":"https://ror.org/02d229b24"},{"id":"https://openalex.org/F4320325384","display_name":"Ministry of Science Research and Technology","ror":"https://ror.org/004v5tb85"},{"id":"https://openalex.org/F4320325391","display_name":"Federalno Ministarstvo Obrazovanja i Nauke","ror":"https://ror.org/0355d0s55"},{"id":"https://openalex.org/F4320326494","display_name":"Bundesministerium f\u00fcr Bildung, Wissenschaft, Forschung und Technologie","ror":null},{"id":"https://openalex.org/F4320328086","display_name":"Bundesministerium f\u00fcr Bildung, Wissenschaft und Forschung","ror":"https://ror.org/03gng8t46"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W141482854","https://openalex.org/W304834817","https://openalex.org/W1950777589","https://openalex.org/W1966359074","https://openalex.org/W1972137667","https://openalex.org/W2005418748","https://openalex.org/W2020888418","https://openalex.org/W2021913835","https://openalex.org/W2025768430","https://openalex.org/W2037441721","https://openalex.org/W2045528981","https://openalex.org/W2048765566","https://openalex.org/W2059373137","https://openalex.org/W2069120802","https://openalex.org/W2076063813","https://openalex.org/W2082492120","https://openalex.org/W2107460374","https://openalex.org/W2116435618","https://openalex.org/W2118585731","https://openalex.org/W2130917731","https://openalex.org/W2130942839","https://openalex.org/W2131408671","https://openalex.org/W2134554540","https://openalex.org/W2141411743","https://openalex.org/W2144499799","https://openalex.org/W2158061940","https://openalex.org/W2284669228","https://openalex.org/W2289394825","https://openalex.org/W2313339984","https://openalex.org/W2318465276","https://openalex.org/W2394573230","https://openalex.org/W2396130155","https://openalex.org/W2398618787","https://openalex.org/W2399733683","https://openalex.org/W2405774341","https://openalex.org/W2480912502","https://openalex.org/W2760256423","https://openalex.org/W2914048585","https://openalex.org/W4230065058","https://openalex.org/W4291786841"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4392946183","https://openalex.org/W3088732000","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3008584592"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
