{"id":"https://openalex.org/W4392910588","doi":"https://doi.org/10.1109/icassp48485.2024.10448151","title":"Vocal Fold Dynamics for Automatic Detection of Amyotrophic Lateral Sclerosis from Voice","display_name":"Vocal Fold Dynamics for Automatic Detection of Amyotrophic Lateral Sclerosis from Voice","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392910588","doi":"https://doi.org/10.1109/icassp48485.2024.10448151"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10448151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10448151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100357301","display_name":"Jiayi Zhang","orcid":"https://orcid.org/0000-0002-1575-0723"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiayi Zhang","raw_affiliation_strings":["Princeton University,Lewis-Sigler Institute of Integrative Genomics,Princeton,United States","Lewis-Sigler Institute of Integrative Genomics, Princeton University, Princeton, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University,Lewis-Sigler Institute of Integrative Genomics,Princeton,United States","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Lewis-Sigler Institute of Integrative Genomics, Princeton University, Princeton, United States","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102775511","display_name":"Rita Singh","orcid":"https://orcid.org/0000-0003-3743-0162"},"institutions":[{"id":"https://openalex.org/I114772536","display_name":"Software Engineering Institute","ror":"https://ror.org/01xqjjn94","country_code":"US","type":"facility","lineage":["https://openalex.org/I114772536","https://openalex.org/I74973139"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rita Singh","raw_affiliation_strings":["Carnegie Mellon University,Language Technologies Institute,Pittsburgh,United States","Language Technologies Institute, Carnegie Mellon University, Pittsburgh, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University,Language Technologies Institute,Pittsburgh,United States","institution_ids":["https://openalex.org/I114772536","https://openalex.org/I74973139"]},{"raw_affiliation_string":"Language Technologies Institute, Carnegie Mellon University, Pittsburgh, United States","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9984999895095825,"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":0.9984999895095825,"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/T11358","display_name":"Dysphagia Assessment and Management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10855","display_name":"Amyotrophic Lateral Sclerosis Research","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/amyotrophic-lateral-sclerosis","display_name":"Amyotrophic lateral sclerosis","score":0.84648597240448},{"id":"https://openalex.org/keywords/phonation","display_name":"Phonation","score":0.844223141670227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5190437436103821},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.501401424407959},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43004098534584045},{"id":"https://openalex.org/keywords/fold","display_name":"Fold (higher-order function)","score":0.42987972497940063},{"id":"https://openalex.org/keywords/speech-production","display_name":"Speech production","score":0.4193142354488373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3330654203891754},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32112208008766174},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.1854943335056305},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1667824685573578},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.1390611231327057},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09733575582504272}],"concepts":[{"id":"https://openalex.org/C2780596555","wikidata":"https://www.wikidata.org/wiki/Q206901","display_name":"Amyotrophic lateral sclerosis","level":3,"score":0.84648597240448},{"id":"https://openalex.org/C173988693","wikidata":"https://www.wikidata.org/wiki/Q678132","display_name":"Phonation","level":2,"score":0.844223141670227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5190437436103821},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.501401424407959},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43004098534584045},{"id":"https://openalex.org/C53942344","wikidata":"https://www.wikidata.org/wiki/Q951651","display_name":"Fold (higher-order function)","level":2,"score":0.42987972497940063},{"id":"https://openalex.org/C43617652","wikidata":"https://www.wikidata.org/wiki/Q7575399","display_name":"Speech production","level":2,"score":0.4193142354488373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3330654203891754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32112208008766174},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.1854943335056305},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1667824685573578},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.1390611231327057},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09733575582504272},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10448151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10448151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1572827433","https://openalex.org/W1597574707","https://openalex.org/W1990285726","https://openalex.org/W2015651193","https://openalex.org/W2038299421","https://openalex.org/W2043215190","https://openalex.org/W2058411003","https://openalex.org/W2139135163","https://openalex.org/W2600737526","https://openalex.org/W2913609543","https://openalex.org/W2951055490","https://openalex.org/W2951246258","https://openalex.org/W2979355685","https://openalex.org/W3016145714","https://openalex.org/W3097330840","https://openalex.org/W3116857504","https://openalex.org/W3162249229","https://openalex.org/W4200346400","https://openalex.org/W4249848171","https://openalex.org/W4298209423"],"related_works":["https://openalex.org/W2070831599","https://openalex.org/W1987047733","https://openalex.org/W2989774764","https://openalex.org/W4206749202","https://openalex.org/W2154294661","https://openalex.org/W2393752460","https://openalex.org/W2048256717","https://openalex.org/W2076661681","https://openalex.org/W4301016779","https://openalex.org/W240718844"],"abstract_inverted_index":{"Amyotrophic":[0],"Lateral":[1],"Sclerosis":[2],"(ALS)":[3],"is":[4],"a":[5],"neurodegenerative":[6],"disease":[7],"that":[8,36],"affects":[9],"motor":[10],"neurons":[11],"and":[12,15,30,90,100,111,120],"causes":[13],"speech":[14],"respiration":[16],"dysfunctions.":[17],"Current":[18],"diagnostic":[19,32],"methods":[20],"are":[21],"complicated,":[22],"thus":[23],"motivating":[24],"the":[25,41,45,130],"development":[26],"of":[27,38,44,48,73,83,95,102,118,132],"an":[28],"efficient":[29],"objective":[31],"aid.":[33],"We":[34],"hypothesize":[35],"analyses":[37],"features":[39,114],"capturing":[40],"essential":[42],"characteristics":[43],"biomechanical":[46],"process":[47],"voice":[49,141],"production":[50],"can":[51],"distinguish":[52],"ALS":[53,139],"patients":[54],"from":[55,70,140],"non-ALS":[56],"controls.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,79],"represent":[62],"voices":[63],"with":[64],"algorithmically":[65],"estimated":[66,96],"vocal":[67,97,134],"fold":[68,98,135],"dynamics":[69,136],"physical":[71],"models":[72],"phonation.":[74],"To":[75],"validate":[76],"our":[77],"hypothesis,":[78],"explore":[80],"2":[81,113],"sets":[82],"features:":[84],"simple":[85],"statistical":[86],"measurements":[87],"(Set":[88,93],"1)":[89],"phase-space":[91],"characterizations":[92],"2)":[94],"displacements":[99],"range":[101],"displacements.":[103],"Random":[104],"Forest":[105],"Classifiers":[106],"based":[107],"on":[108],"Set":[109,112],"1":[110],"yield":[115],"average":[116],"AUC-ROC":[117],"99.6%":[119],"82.3%,":[121],"respectively,":[122],"in":[123],"10-way":[124],"cross-validation":[125],"experiments.":[126],"These":[127],"results":[128],"demonstrate":[129],"potential":[131],"using":[133],"for":[137],"detecting":[138],"recordings.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
