{"id":"https://openalex.org/W2404873600","doi":"https://doi.org/10.1109/icassp.2016.7472923","title":"Pathological speech processing: State-of-the-art, current challenges, and future directions","display_name":"Pathological speech processing: State-of-the-art, current challenges, and future directions","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2404873600","doi":"https://doi.org/10.1109/icassp.2016.7472923","mag":"2404873600"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7472923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","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/A5075937808","display_name":"Rahul Gupta","orcid":"https://orcid.org/0000-0002-9277-3718"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rahul Gupta","raw_affiliation_strings":["Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029799530","display_name":"Theodora Chaspari","orcid":"https://orcid.org/0000-0002-7603-8633"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodora Chaspari","raw_affiliation_strings":["Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026474173","display_name":"Jangwon Kim","orcid":"https://orcid.org/0000-0003-0228-3502"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jangwon Kim","raw_affiliation_strings":["Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038851380","display_name":"Naveen Kumar","orcid":"https://orcid.org/0000-0001-7015-9613"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naveen Kumar","raw_affiliation_strings":["Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103137710","display_name":"Daniel Bone","orcid":"https://orcid.org/0000-0002-7288-0786"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Bone","raw_affiliation_strings":["Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010028928","display_name":"Shrikanth Narayanan","orcid":"https://orcid.org/0000-0002-1052-6204"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shrikanth Narayanan","raw_affiliation_strings":["Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Lab, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075937808"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":2.4562,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.88600537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6470","last_page":"6474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9998999834060669,"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":0.9998999834060669,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.7420673966407776},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5866227746009827},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.5700609087944031},{"id":"https://openalex.org/keywords/phonation","display_name":"Phonation","score":0.5301759243011475},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5298181772232056},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5295124053955078},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.44195595383644104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4379206895828247},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41773858666419983},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3895694315433502},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1745719611644745},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09211596846580505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7420673966407776},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5866227746009827},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.5700609087944031},{"id":"https://openalex.org/C173988693","wikidata":"https://www.wikidata.org/wiki/Q678132","display_name":"Phonation","level":2,"score":0.5301759243011475},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5298181772232056},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5295124053955078},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.44195595383644104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4379206895828247},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41773858666419983},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3895694315433502},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1745719611644745},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09211596846580505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2016.7472923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W44499633","https://openalex.org/W79460810","https://openalex.org/W179481165","https://openalex.org/W579006828","https://openalex.org/W850534441","https://openalex.org/W1491737579","https://openalex.org/W1501506202","https://openalex.org/W1532049497","https://openalex.org/W1540771899","https://openalex.org/W1556232364","https://openalex.org/W1970531670","https://openalex.org/W1972101127","https://openalex.org/W1989223358","https://openalex.org/W1989390029","https://openalex.org/W2001702556","https://openalex.org/W2007144733","https://openalex.org/W2010817634","https://openalex.org/W2025661842","https://openalex.org/W2056500762","https://openalex.org/W2072459792","https://openalex.org/W2084627109","https://openalex.org/W2089364955","https://openalex.org/W2090236122","https://openalex.org/W2104764461","https://openalex.org/W2107570013","https://openalex.org/W2117765732","https://openalex.org/W2118059413","https://openalex.org/W2124690816","https://openalex.org/W2124868070","https://openalex.org/W2127165745","https://openalex.org/W2129479650","https://openalex.org/W2134315375","https://openalex.org/W2143598064","https://openalex.org/W2144773397","https://openalex.org/W2152270324","https://openalex.org/W2162109146","https://openalex.org/W2163443023","https://openalex.org/W2168751824","https://openalex.org/W2182764510","https://openalex.org/W2251474395","https://openalex.org/W2296543600","https://openalex.org/W2336678555","https://openalex.org/W2394484369","https://openalex.org/W2396174183","https://openalex.org/W2397978220","https://openalex.org/W2398795387","https://openalex.org/W2401294488","https://openalex.org/W2403904515","https://openalex.org/W2404181117","https://openalex.org/W2405176157","https://openalex.org/W2407115243","https://openalex.org/W2407160623","https://openalex.org/W2487087946","https://openalex.org/W4206190220","https://openalex.org/W4247665917","https://openalex.org/W4285719527","https://openalex.org/W4301359565","https://openalex.org/W6601738571","https://openalex.org/W6623671405","https://openalex.org/W6647324345","https://openalex.org/W6651018909","https://openalex.org/W6685909569","https://openalex.org/W6711817246","https://openalex.org/W6712545502","https://openalex.org/W6713012417","https://openalex.org/W6713207847","https://openalex.org/W6713443205","https://openalex.org/W6713833034"],"related_works":["https://openalex.org/W564807179","https://openalex.org/W2389042244","https://openalex.org/W2019045084","https://openalex.org/W2004282482","https://openalex.org/W2625914266","https://openalex.org/W2001939451","https://openalex.org/W1523322372","https://openalex.org/W2017201627","https://openalex.org/W2354079427","https://openalex.org/W2025544302"],"abstract_inverted_index":{"The":[0],"study":[1],"of":[2,9,21,72,83,118,137,153],"speech":[3,10,24,53,74,91,110,155],"pathology":[4,25,92],"involves":[5],"evaluation":[6],"and":[7,18,33,55,70,86,93,112,130,140,156],"treatment":[8],"production":[11],"related":[12,150],"disorders":[13],"affecting":[14],"phonation,":[15],"fluency,":[16],"intonation":[17],"aeromechanical":[19],"components":[20],"respiration.":[22],"Recently,":[23],"has":[26],"garnered":[27],"special":[28],"interest":[29,41],"amongst":[30],"machine":[31,84,131],"learning":[32,85,132],"signal":[34,87],"processing":[35,54,88],"(ML-SP)":[36],"scientists.":[37],"This":[38],"growth":[39],"in":[40,46,59,64,108,115],"is":[42],"led":[43],"by":[44],"advances":[45],"novel":[47],"data":[48,51,141],"collection":[49],"technology,":[50],"science,":[52],"computational":[56],"modeling.":[57],"These":[58],"turn":[60],"have":[61],"enabled":[62],"scientists":[63],"better":[65],"understanding":[66],"both":[67],"the":[68,81,116,122],"causes":[69],"effects":[71],"pathological":[73,109,154],"conditions.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79,101,125,145],"review":[80],"application":[82,117],"techniques":[89],"to":[90,121,151],"specifically":[94],"focus":[95],"on":[96],"three":[97],"different":[98],"aspects.":[99],"First,":[100],"list":[102],"challenges":[103],"such":[104],"as":[105],"controlling":[106],"subjectivity":[107],"assessments":[111],"patient":[113],"variability":[114],"ML-SP":[119],"tools":[120],"domain.":[123],"Second,":[124],"discuss":[126,157],"feature":[127],"design":[128],"methods":[129],"algorithms":[133],"using":[134],"a":[135],"combination":[136],"domain":[138],"knowledge":[139],"driven":[142],"methods.":[143],"Finally,":[144],"present":[146],"some":[147],"case":[148],"studies":[149],"analysis":[152],"their":[158],"design.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}