{"id":"https://openalex.org/W4410770987","doi":"https://doi.org/10.1109/icasspw65056.2025.11011233","title":"Exploring the Complexity of Parkinson\u2019s Patient Speech for Depression Detection task: A Qualitative Analysis","display_name":"Exploring the Complexity of Parkinson\u2019s Patient Speech for Depression Detection task: A Qualitative Analysis","publication_year":2025,"publication_date":"2025-04-06","ids":{"openalex":"https://openalex.org/W4410770987","doi":"https://doi.org/10.1109/icasspw65056.2025.11011233"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw65056.2025.11011233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw65056.2025.11011233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/251653","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116594392","display_name":"Barbara Ruvolo","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Barbara Ruvolo","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003220837","display_name":"Tilak Purohit","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tilak Purohit","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087200921","display_name":"Bogdan Vlasenko","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Bogdan Vlasenko","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014414626","display_name":"Juan Rafael Orozco\u2010Arroyave","orcid":"https://orcid.org/0000-0002-8507-0782"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan Rafael Orozco-Arroyave","raw_affiliation_strings":["Universidad de Antioquia,GITA Lab,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Antioquia,GITA Lab,Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043551083","display_name":"Mathew Magimai.-Doss","orcid":"https://orcid.org/0000-0002-8714-1409"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathew Magimai.-Doss","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.7066,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97682907,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.45559999346733093,"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":0.45559999346733093,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6399859189987183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5167816877365112},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.5163115859031677},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4104207158088684},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3383129835128784},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.337528258562088},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11126136779785156}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6399859189987183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5167816877365112},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5163115859031677},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4104207158088684},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3383129835128784},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.337528258562088},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11126136779785156},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icasspw65056.2025.11011233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw65056.2025.11011233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/251653","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/251653","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"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":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/251653","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/251653","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"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":"conference proceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.4399999976158142,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1974061057","https://openalex.org/W1988008186","https://openalex.org/W1988653510","https://openalex.org/W1993530091","https://openalex.org/W2003502731","https://openalex.org/W2018758427","https://openalex.org/W2047469357","https://openalex.org/W2085662862","https://openalex.org/W2091674068","https://openalex.org/W2103011877","https://openalex.org/W2140978740","https://openalex.org/W2144005487","https://openalex.org/W2148822124","https://openalex.org/W2239141610","https://openalex.org/W2284161406","https://openalex.org/W2336514600","https://openalex.org/W2346454595","https://openalex.org/W2394851080","https://openalex.org/W2515456817","https://openalex.org/W2530421149","https://openalex.org/W2736024024","https://openalex.org/W2799708992","https://openalex.org/W2805409402","https://openalex.org/W2936879941","https://openalex.org/W2952320437","https://openalex.org/W2972481817","https://openalex.org/W2982604124","https://openalex.org/W3017862367","https://openalex.org/W3035250245","https://openalex.org/W3047095133","https://openalex.org/W3110054015","https://openalex.org/W3199336745","https://openalex.org/W4296143404","https://openalex.org/W4375868865"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W4211075255"],"abstract_inverted_index":{"This":[0],"study":[1,45],"examines":[2],"the":[3,13,52,59,68,80,104,118],"acoustic":[4,19,69],"features":[5],"of":[6,46,71,82,106,114,120],"Parkinson\u2019s":[7,107],"patients":[8,84,108],"with":[9],"depression.":[10,87],"More":[11],"specifically,":[12],"research":[14],"investigates":[15],"whether":[16],"interpretable,":[17],"handcrafted":[18],"feature-based":[20],"methods,":[21],"previously":[22],"used":[23],"for":[24,55,62],"automatic":[25],"speech-based":[26,47],"depression":[27,34,48],"detection,":[28],"can":[29],"be":[30],"applied":[31],"to":[32],"detect":[33],"in":[35,99],"PD":[36,83],"patients.":[37],"We":[38,65],"approach":[39],"this":[40],"by":[41,124],"conducting":[42],"a":[43,110],"comparative":[44],"detection":[49],"tasks,":[50],"using":[51],"DAIC-Woz":[53],"corpus":[54,61],"typical":[56,72,93],"speech":[57,74,81,95,105],"and":[58,101],"PD-Depression":[60],"atypical":[63],"speech.":[64],"investigate":[66],"how":[67],"descriptors":[70],"depressed":[73,94],"differ":[75],"from":[76,79,86],"those":[77],"extracted":[78],"suffering":[85],"Our":[88],"finding":[89],"indicates":[90],"that":[91],"while":[92],"exhibits":[96],"pronounced":[97],"fluctuations":[98],"pitch":[100],"vocal":[102],"stability,":[103],"presents":[109],"more":[111],"varied":[112],"range":[113],"spectral":[115],"features,":[116],"reflecting":[117],"complexities":[119],"their":[121],"condition":[122],"caused":[123],"hypokinetic":[125],"dysarthria.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}
