{"id":"https://openalex.org/W4388819886","doi":"https://doi.org/10.1109/access.2023.3334790","title":"Dementia Speech Dataset Creation and Analysis in Indic Languages\u2014A Pilot Study","display_name":"Dementia Speech Dataset Creation and Analysis in Indic Languages\u2014A Pilot Study","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388819886","doi":"https://doi.org/10.1109/access.2023.3334790"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3334790","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334790","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323307.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323307.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054071605","display_name":"Susmitha Vekkot","orcid":"https://orcid.org/0000-0002-6638-214X"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Susmitha Vekkot","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-6638-214X","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081015488","display_name":"Nagulapati Naga Venkata Sai Prakash","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nagulapati Naga Venkata Sai Prakash","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004033618","display_name":"Thirupati Sai Eswar Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thirupati Sai Eswar Reddy","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065443858","display_name":"Satwik Reddy Sripathi","orcid":"https://orcid.org/0009-0000-3518-3415"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Satwik Reddy Sripathi","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101462441","display_name":"S. Lalitha","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Lalitha","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101475086","display_name":"Deepa Gupta","orcid":"https://orcid.org/0000-0002-1041-5125"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepa Gupta","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-1041-5125","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033923198","display_name":"Mohammed Zakariah","orcid":"https://orcid.org/0000-0002-2488-2605"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Zakariah","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-2488-2605","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061882302","display_name":"Yousef Ajami Alotaibi","orcid":"https://orcid.org/0000-0003-0998-8978"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yousef Ajami Alotaibi","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0998-8978","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9562,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92416739,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"130697","last_page":"130718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9966999888420105,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9950000047683716,"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/computer-science","display_name":"Computer science","score":0.6946486234664917},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4688827693462372},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43758082389831543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3528894782066345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946486234664917},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4688827693462372},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43758082389831543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3528894782066345}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3334790","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334790","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323307.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7b3d6ad72e654db7ba45ac10bbf93507","is_oa":true,"landing_page_url":"https://doaj.org/article/7b3d6ad72e654db7ba45ac10bbf93507","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 130697-130718 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3334790","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334790","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323307.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5099999904632568,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G5495610163","display_name":null,"funder_award_id":"RSP-2021/322","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"},{"id":"https://openalex.org/G7545718068","display_name":null,"funder_award_id":"RSP-2021","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388819886.pdf","grobid_xml":"https://content.openalex.org/works/W4388819886.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1853705225","https://openalex.org/W1965462372","https://openalex.org/W1977816746","https://openalex.org/W2023621730","https://openalex.org/W2085662862","https://openalex.org/W2087625343","https://openalex.org/W2089109585","https://openalex.org/W2091425152","https://openalex.org/W2098570623","https://openalex.org/W2160080108","https://openalex.org/W2514643877","https://openalex.org/W2594844191","https://openalex.org/W2768555695","https://openalex.org/W2787569287","https://openalex.org/W2798054687","https://openalex.org/W2798895172","https://openalex.org/W2810893867","https://openalex.org/W2897200363","https://openalex.org/W2898511698","https://openalex.org/W2898888457","https://openalex.org/W2963659173","https://openalex.org/W2979979079","https://openalex.org/W2984124903","https://openalex.org/W2991435809","https://openalex.org/W3019173729","https://openalex.org/W3043374725","https://openalex.org/W3087538850","https://openalex.org/W3094326096","https://openalex.org/W3094848124","https://openalex.org/W3094909210","https://openalex.org/W3095738426","https://openalex.org/W3097109903","https://openalex.org/W3101650868","https://openalex.org/W3129165846","https://openalex.org/W3133752821","https://openalex.org/W3137358529","https://openalex.org/W3154143698","https://openalex.org/W3163800417","https://openalex.org/W3173632677","https://openalex.org/W3179495764","https://openalex.org/W3197051898","https://openalex.org/W3199024477","https://openalex.org/W3205171606","https://openalex.org/W3210836789","https://openalex.org/W3211132331","https://openalex.org/W4206056517","https://openalex.org/W4210555973","https://openalex.org/W4210936267","https://openalex.org/W4211238543","https://openalex.org/W4211264614","https://openalex.org/W4220886447","https://openalex.org/W4221019627","https://openalex.org/W4247457269","https://openalex.org/W4310386991","https://openalex.org/W4315472897","https://openalex.org/W4361225711","https://openalex.org/W4384563398","https://openalex.org/W4385798328","https://openalex.org/W6604108467","https://openalex.org/W6688087307","https://openalex.org/W6758791988"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0,102,123,134,216],"paper":[1],"describes":[2],"the":[3,29,56,67,79,113,117,132,212,226,242],"creation,":[4],"analysis":[5,233],"and":[6,24,33,85,91,152,164,180],"validation":[7,86],"of":[8,41,58,116,140,166,174,178,205,228,234],"a":[9,38,59,88,138,203,229],"multilingual":[10,230],"Dementia":[11,32],"Speech":[12],"dataset":[13,62,105,110,124,231],"for":[14,28,63,70,142,145,150,154,176,182,232],"Indic":[15,103,213],"languages.":[16,193],"Three":[17],"popular":[18],"Indian":[19,64,243],"languages":[20,65],"viz.":[21],"Telugu,":[22],"Tamil":[23],"Hindi":[25],"are":[26,46],"considered":[27],"pilot":[30,74,217],"study.":[31,72],"associated":[34,81],"Alzheimers":[35],"disease":[36],"affect":[37],"large":[39],"section":[40],"Asian":[42],"population.":[43,244],"Though":[44],"there":[45],"promising":[47,223],"studies":[48],"in":[49,87,208,219,238,241],"dementia":[50,61,104,209,214,240],"detection":[51,210],"focussed":[52],"on":[53,162],"Western":[54],"ethnicity,":[55],"absence":[57],"clinical":[60,89,96,119,235],"forms":[66],"primary":[68],"motivation":[69],"this":[71,220],"This":[73],"study":[75],"aims":[76],"to":[77,186],"overcome":[78],"challenges":[80],"with":[82,93,168,184],"data":[83,97],"collection":[84],"setting":[90],"deal":[92],"situations":[94],"wherein":[95],"is":[98,106,126],"not":[99],"readily":[100],"available.":[101],"an":[107],"enacted":[108],"non-clinical":[109],"created":[111,125],"from":[112,131],"manual":[114],"translations":[115],"benchmark":[118],"English":[120],"DementiaBank":[121,169,187],"dataset.":[122,215],"validated":[127],"using":[128,197,211],"features":[129],"extracted":[130],"benchmark.":[133],"feature":[135],"evaluation":[136,157],"revealed":[137],"similarity":[139,165,183],"92.6%":[141],"silences,":[143],"92%":[144],"mean":[146],"pitch":[147],"(Hz),":[148],"84.7%":[149],"jitter":[151],"90.3%":[153],"shimmer.":[155],"Subjective":[156],"was":[158,188],"also":[159],"conducted":[160],"based":[161],"clarity":[163,177],"utterances":[167],"data.":[170],"An":[171],"average":[172],"MOS":[173],"3.9":[175],"speech":[179,236],"3.76":[181],"respect":[185],"obtained":[189],"across":[190],"all":[191],"three":[192],"A":[194],"baseline":[195],"classification":[196],"state-of-art":[198],"deep":[199],"network":[200],"architecture":[201],"gave":[202],"maximum":[204],"78%":[206],"accuracy":[207],"experimentation":[218],"work":[221],"gives":[222],"insights":[224],"into":[225],"development":[227],"patterns":[237],"early":[239]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}