{"id":"https://openalex.org/W2800146313","doi":"https://doi.org/10.1109/icassp.2018.8461990","title":"Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision","display_name":"Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2800146313","doi":"https://doi.org/10.1109/icassp.2018.8461990","mag":"2800146313"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2018.8461990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8461990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1805.12307","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085516032","display_name":"Genta Indra Winata","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Genta Indra Winata","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012898233","display_name":"Onno P. Kampman","orcid":"https://orcid.org/0000-0001-8125-2565"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Onno Pepijn Kampman","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065856469","display_name":"Pascale Fung","orcid":"https://orcid.org/0000-0002-0628-7132"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Pascale Fung","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6204","last_page":"6208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12488","display_name":"Mental Health via Writing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9976999759674072,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/robustness","display_name":"Robustness (evolution)","score":0.830985426902771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7996042966842651},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.6482021808624268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5633120536804199},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5576361417770386},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5415459275245667},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5092576742172241},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.49716857075691223},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4430205225944519},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3362552523612976},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11560842394828796}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.830985426902771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7996042966842651},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6482021808624268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5633120536804199},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5576361417770386},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5415459275245667},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5092576742172241},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49716857075691223},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4430205225944519},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3362552523612976},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11560842394828796},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icassp.2018.8461990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8461990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1805.12307","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.12307","pdf_url":"https://arxiv.org/pdf/1805.12307","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-93924","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=15206149&rft.volume=2018-April&rft.issue=&rft.date=2018&rft.spage=6204&rft.aulast=Winata&rft.aufirst=Genta%20Indra&rft.atitle=Attention-Based%20LSTM%20for%20Psychological%20Stress%20Detection%20from%20Spoken%20Language%20Using%20Distant%20Supervision&rft.title=ICASSP%2C%20IEEE%20International%20Conference%20on%20Acoustics%2C%20Speech%20and%20Signal%20Processing%20-%20Proceedings","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-93924","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-93924","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1805.12307","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.12307","pdf_url":"https://arxiv.org/pdf/1805.12307","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W180685252","https://openalex.org/W1247310433","https://openalex.org/W1900340173","https://openalex.org/W1971222444","https://openalex.org/W2025371355","https://openalex.org/W2028948654","https://openalex.org/W2033538734","https://openalex.org/W2038093067","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2118648850","https://openalex.org/W2119821739","https://openalex.org/W2153579005","https://openalex.org/W2470673105","https://openalex.org/W2573867537","https://openalex.org/W2589777923","https://openalex.org/W2738039235","https://openalex.org/W2760700295","https://openalex.org/W2785395554","https://openalex.org/W2964121744","https://openalex.org/W4239510810","https://openalex.org/W4294170691","https://openalex.org/W6732415783","https://openalex.org/W6741973398"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2349784553","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W3022596247","https://openalex.org/W2375179084"],"abstract_inverted_index":{"We":[0,18],"propose":[1],"a":[2],"Long":[3],"Short-Term":[4],"Memory":[5],"(LSTM)":[6],"with":[7,74],"attention":[8,75,109],"mechanism":[9,110],"to":[10,45,78,114],"classify":[11],"psychological":[12],"stress":[13],"from":[14],"self-conducted":[15],"interview":[16,57],"transcriptions.":[17],"apply":[19],"distant":[20,95],"supervision":[21,96],"by":[22,65,102],"automatically":[23],"labeling":[24],"tweets":[25],"based":[26],"on":[27],"their":[28],"hash-tag":[29],"content,":[30],"which":[31,51],"complements":[32],"and":[33,50,88,105],"expands":[34],"the":[35,47,56,61,67,80,99,112],"size":[36],"of":[37,85],"our":[38],"corpus.":[39],"This":[40,59],"additional":[41],"data":[42],"is":[43,53,76],"used":[44],"initialize":[46],"model":[48,73,82,113],"parameters,":[49],"it":[52],"fine-tuned":[54],"using":[55],"data.":[58],"improves":[60],"model's":[62,100],"robustness,":[63],"especially":[64],"expanding":[66],"vocabulary":[68],"size.":[69],"The":[70,108],"bidirectional":[71],"LSTM":[72],"found":[77],"be":[79],"best":[81],"in":[83],"terms":[84],"accuracy":[86,104],"(74.1%)":[87],"f-score":[89],"(74.3%).":[90],"Furthermore,":[91],"we":[92],"show":[93],"that":[94],"fine-tuning":[97],"enhances":[98],"performance":[101],"1.6%":[103],"2.1%":[106],"f-score.":[107],"helps":[111],"select":[115],"informative":[116],"words.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}