{"id":"https://openalex.org/W1658080378","doi":"https://doi.org/10.1109/icacci.2015.7275805","title":"Glottal pathology discrimination using ANN and SVM","display_name":"Glottal pathology discrimination using ANN and SVM","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1658080378","doi":"https://doi.org/10.1109/icacci.2015.7275805","mag":"1658080378"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2015.7275805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5015716890","display_name":"Ashwini Visave","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ashwini Visave","raw_affiliation_strings":["Department o Electrical Engineering VJTI, Mumbai, India","Dept. of Electrical Engg., VJTI, Mumbai, INDIA"],"affiliations":[{"raw_affiliation_string":"Department o Electrical Engineering VJTI, Mumbai, India","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electrical Engg., VJTI, Mumbai, INDIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046664222","display_name":"Pramod Kachare","orcid":"https://orcid.org/0000-0002-8638-7044"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pramod Kachare","raw_affiliation_strings":["Department o Electrical Engineering VJTI, Mumbai, India","Dept. of Electrical Engg., VJTI, Mumbai, INDIA"],"affiliations":[{"raw_affiliation_string":"Department o Electrical Engineering VJTI, Mumbai, India","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electrical Engg., VJTI, Mumbai, INDIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108555879","display_name":"A. Ebenezer Jeyakumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amutha Jeyakumar","raw_affiliation_strings":["Department o Electrical Engineering VJTI, Mumbai, India","Dept. of Electrical Engg., VJTI, Mumbai, INDIA"],"affiliations":[{"raw_affiliation_string":"Department o Electrical Engineering VJTI, Mumbai, India","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electrical Engg., VJTI, Mumbai, INDIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085579931","display_name":"Alice N. Cheeran","orcid":"https://orcid.org/0000-0003-3418-5974"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alice Cheeran","raw_affiliation_strings":["Department o Electrical Engineering VJTI, Mumbai, India","Dept. of Electrical Engg., VJTI, Mumbai, INDIA"],"affiliations":[{"raw_affiliation_string":"Department o Electrical Engineering VJTI, Mumbai, India","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electrical Engg., VJTI, Mumbai, INDIA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031064359","display_name":"Jagannath Nirmal","orcid":"https://orcid.org/0000-0001-5693-1195"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jagannath Nirmal","raw_affiliation_strings":["Department of Electronics Engineering, SVNIT, Surat, India","Department of Electronics Engineering, SVNIT, Surat, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, SVNIT, Surat, India","institution_ids":["https://openalex.org/I42014448"]},{"raw_affiliation_string":"Department of Electronics Engineering, SVNIT, Surat, India#TAB#","institution_ids":["https://openalex.org/I42014448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015716890"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1844,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55628943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"83","issue":null,"first_page":"1377","last_page":"1381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9979000091552734,"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/T10860","display_name":"Speech and Audio Processing","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.712050199508667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6869238615036011},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6683972477912903},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5419247150421143},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47210779786109924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.471659779548645}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.712050199508667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6869238615036011},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6683972477912903},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5419247150421143},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47210779786109924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.471659779548645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2015.7275805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2002080627","https://openalex.org/W2033068515","https://openalex.org/W2038555868","https://openalex.org/W2054512658","https://openalex.org/W2064041658","https://openalex.org/W2113869722","https://openalex.org/W2139212933","https://openalex.org/W2157141627","https://openalex.org/W2159727332","https://openalex.org/W2162109146","https://openalex.org/W2171630550","https://openalex.org/W3094114204","https://openalex.org/W3105174428","https://openalex.org/W6683751348"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Use":[0],"of":[1,36,39,61,108],"modern":[2],"technological":[3],"advances":[4],"in":[5,28],"real-time":[6],"biomedical":[7],"analysis":[8,23,110],"is":[9,32,66,92],"very":[10],"crucial.":[11],"Current":[12],"work":[13],"focuses":[14],"on":[15,20],"glottal":[16,51],"pathology":[17],"discrimination":[18],"based":[19,117],"non-invasive":[21],"speech":[22,63],"techniques.":[24],"Primary":[25],"set":[26],"back":[27],"developing":[29],"such":[30,46],"method":[31],"irregular":[33],"performance":[34,91,114],"depreciation":[35],"several":[37],"state":[38],"the":[40,58,62,109],"art":[41],"acoustic":[42],"features.":[43],"To":[44,73],"excuse":[45],"problems,":[47],"we":[48,78],"have":[49,79],"used":[50,80],"to":[52],"noise":[53],"excitation":[54],"ratio,":[55],"which":[56],"predicts":[57],"breathiness":[59],"quotient":[60],"signal":[64],"and":[65,85,105],"supported":[67],"by":[68],"characteristic":[69],"mean":[70],"pitch":[71],"value.":[72],"build":[74],"a":[75],"judicial":[76],"model,":[77],"Artificial":[81],"Neural":[82],"Network":[83],"(ANN)":[84],"Support":[86],"Vector":[87],"Machine":[88],"(SVM).":[89],"Categorization":[90],"compared":[93],"using":[94],"well":[95],"known":[96],"parameters":[97],"like":[98],"true":[99,102],"positive":[100],"rate,":[101],"negative":[103],"rate":[104],"accuracy.":[106],"Results":[107],"show":[111],"slightly":[112],"favored":[113],"for":[115],"SVM":[116],"decisive":[118],"system.":[119]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
