{"id":"https://openalex.org/W4399997461","doi":"https://doi.org/10.1186/s13636-024-00357-3","title":"Automatic dysarthria detection and severity level assessment using CWT-layered CNN model","display_name":"Automatic dysarthria detection and severity level assessment using CWT-layered CNN model","publication_year":2024,"publication_date":"2024-06-25","ids":{"openalex":"https://openalex.org/W4399997461","doi":"https://doi.org/10.1186/s13636-024-00357-3"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-024-00357-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-024-00357-3","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-024-00357-3","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-024-00357-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095085088","display_name":"Shaik Sajiha","orcid":null},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shaik Sajiha","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047015649","display_name":"Kodali Radha","orcid":"https://orcid.org/0000-0002-8064-0440"},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]},{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"Kodali Radha","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India","Division of Pediatric Neurology, Department of Pediatrics, University of Tennessee Health Science Center, Memphis, 38163, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India","institution_ids":["https://openalex.org/I116891498"]},{"raw_affiliation_string":"Division of Pediatric Neurology, Department of Pediatrics, University of Tennessee Health Science Center, Memphis, 38163, TN, USA","institution_ids":["https://openalex.org/I160606119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047040752","display_name":"Dhulipalla Venkata Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhulipalla Venkata\u00a0Rao","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104334707","display_name":"Nammi Sneha","orcid":null},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nammi Sneha","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025123712","display_name":"Gunnam Suryanarayana","orcid":"https://orcid.org/0000-0002-6160-1067"},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suryanarayana Gunnam","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Velagapudi Ramakrishna Siddhartha Engineering College, Kanuru, Vijayawada, 520007, Andhra Pradesh, India","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060788206","display_name":"Durga Prasad Bavirisetti","orcid":"https://orcid.org/0000-0001-9743-1701"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Durga Prasad Bavirisetti","raw_affiliation_strings":["Department of Computer Science, Norwegian University of Science and Technology, 7034, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0001-9743-1701","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian University of Science and Technology, 7034, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060788206"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":8.4746,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.9833629,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9674000144004822,"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/dysarthria","display_name":"Dysarthria","score":0.9269814491271973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4768332540988922},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44022390246391296},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42251652479171753},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35633575916290283},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34411728382110596},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.33732056617736816},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.199400395154953}],"concepts":[{"id":"https://openalex.org/C2777639682","wikidata":"https://www.wikidata.org/wiki/Q225957","display_name":"Dysarthria","level":2,"score":0.9269814491271973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4768332540988922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44022390246391296},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42251652479171753},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35633575916290283},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34411728382110596},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.33732056617736816},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.199400395154953}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13636-024-00357-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-024-00357-3","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-024-00357-3","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bb39cbf7ad6b401c85b42c87b501b348","is_oa":true,"landing_page_url":"https://doaj.org/article/bb39cbf7ad6b401c85b42c87b501b348","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":"EURASIP Journal on Audio, Speech, and Music Processing, Vol 2024, Iss 1, Pp 1-14 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13636-024-00357-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-024-00357-3","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-024-00357-3","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4000000059604645,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399997461.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W98096188","https://openalex.org/W180052447","https://openalex.org/W1992660316","https://openalex.org/W2018363392","https://openalex.org/W2045186954","https://openalex.org/W2657285084","https://openalex.org/W2963701934","https://openalex.org/W2972402831","https://openalex.org/W2972838300","https://openalex.org/W2982534039","https://openalex.org/W3016093409","https://openalex.org/W3038342317","https://openalex.org/W3097639020","https://openalex.org/W3120691648","https://openalex.org/W3160719719","https://openalex.org/W4220772000","https://openalex.org/W4224497459","https://openalex.org/W4285263396","https://openalex.org/W4296068432","https://openalex.org/W4303685860","https://openalex.org/W4306838534","https://openalex.org/W4310439148","https://openalex.org/W4312470783","https://openalex.org/W4313010205","https://openalex.org/W4313305398","https://openalex.org/W4375947128","https://openalex.org/W4377139118","https://openalex.org/W4386547320","https://openalex.org/W4388938264","https://openalex.org/W4390486090","https://openalex.org/W4390517533","https://openalex.org/W4391019685","https://openalex.org/W4392054338","https://openalex.org/W4393099943","https://openalex.org/W4393186092","https://openalex.org/W4393973448","https://openalex.org/W4394008661"],"related_works":["https://openalex.org/W2331173358","https://openalex.org/W2969484279","https://openalex.org/W3160456149","https://openalex.org/W2168872498","https://openalex.org/W4239608382","https://openalex.org/W2329762060","https://openalex.org/W2517018229","https://openalex.org/W2351669973","https://openalex.org/W2312964388","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Abstract":[0],"Dysarthria":[1],"is":[2,55,205,216],"a":[3,19,36,206],"speech":[4,71,139],"disorder":[5],"that":[6,83,152],"affects":[7],"the":[8,52,77,98,102,113,116,127,153,157,171,192,196,234],"ability":[9],"to":[10,13,96],"communicate":[11],"due":[12],"articulation":[14],"difficulties.":[15],"This":[16],"research":[17,74],"proposes":[18],"novel":[20],"method":[21],"for":[22,104,136,199,211,218],"automatic":[23,28],"dysarthria":[24,29,66,221],"detection":[25],"(ADD)":[26],"and":[27,62,68,91,131,143,148,159,182,208,232],"severity":[30],"level":[31],"assessment":[32],"(ADSLA)":[33],"by":[34],"using":[35,57],"variable":[37],"continuous":[38],"wavelet":[39,155,169,198,204],"transform":[40],"(CWT)":[41],"layered":[42],"convolutional":[43],"neural":[44],"network":[45],"(CNN)":[46],"model.":[47],"To":[48],"determine":[49],"their":[50],"efficiency,":[51],"proposed":[53,187],"model":[54,190],"assessed":[56],"two":[58],"distinct":[59],"corpora,":[60],"TORGO":[61],"UA-Speech,":[63],"comprising":[64],"both":[65],"patients":[67],"healthy":[69],"subject":[70],"signals.":[72],"The":[73,93,167,186,202,213],"study":[75,94],"explores":[76],"effectiveness":[78,114],"of":[79,115,175,194],"CWT-layered":[80,188],"CNN":[81,189],"models":[82,117],"employ":[84],"different":[85],"wavelets":[86,161],"such":[87],"as":[88],"Amor,":[89],"Morse,":[90],"Bump.":[92],"aims":[95],"analyze":[97],"models\u2019":[99],"performance":[100],"without":[101],"need":[103],"feature":[105,183],"extraction,":[106],"which":[107],"could":[108],"provide":[109],"deeper":[110],"insights":[111],"into":[112],"in":[118,162,173],"processing":[119],"complex":[120],"data.":[121],"Also,":[122],"raw":[123],"waveform":[124],"modeling":[125],"preserves":[126],"original":[128],"signal\u2019s":[129],"integrity":[130],"nuance,":[132],"making":[133],"it":[134],"ideal":[135],"applications":[137],"like":[138],"recognition,":[140],"signal":[141,165,176],"processing,":[142],"image":[144],"processing.":[145],"Extensive":[146],"analysis":[147],"experimentation":[149],"have":[150],"revealed":[151],"Amor":[154,168,203],"surpasses":[156],"Morse":[158],"Bump":[160],"accurately":[163],"representing":[164],"characteristics.":[166],"outperforms":[170],"others":[172],"terms":[174],"reconstruction":[177],"fidelity,":[178],"noise":[179],"suppression":[180],"capabilities,":[181],"extraction":[184],"accuracy.":[185],"emphasizes":[191],"importance":[193],"selecting":[195],"appropriate":[197],"signal-processing":[200],"tasks.":[201],"reliable":[207],"precise":[209],"choice":[210],"applications.":[212],"UA-Speech":[214],"dataset":[215],"crucial":[217],"more":[219],"accurate":[220],"classification.":[222],"Advanced":[223],"deep":[224],"learning":[225],"techniques":[226],"can":[227],"simplify":[228],"early":[229],"intervention":[230],"measures":[231],"expedite":[233],"diagnosis":[235],"process.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":8}],"updated_date":"2026-06-07T08:38:57.713557","created_date":"2025-10-10T00:00:00"}
