{"id":"https://openalex.org/W2852229092","doi":"https://doi.org/10.1109/siu.2018.8404722","title":"A dataset for Turkish dialect recognition and classification with deep learning","display_name":"A dataset for Turkish dialect recognition and classification with deep learning","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2852229092","doi":"https://doi.org/10.1109/siu.2018.8404722","mag":"2852229092"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2018.8404722","doi":"https://doi.org/10.1109/siu.2018.8404722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404722","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5056703559","display_name":"G\u00fcltekin I\u015f\u0131k","orcid":"https://orcid.org/0000-0003-3037-5586","observed_orcids":["https://orcid.org/0000-0003-3037-5586"]},"institutions":[{"id":"https://openalex.org/I344703621","display_name":"I\u011fd\u0131r \u00dcniversitesi","ror":"https://ror.org/05jstgx72","country_code":"TR","type":"education","lineage":["https://openalex.org/I344703621"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00fcltekin I\u015fik","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, I\u011fd\u0131r \u00dcniversitesi, I\u011fd\u0131r, T\u00fcrkiye","Igdir Universitesi, Igdir, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, I\u011fd\u0131r \u00dcniversitesi, I\u011fd\u0131r, T\u00fcrkiye","institution_ids":[]},{"raw_affiliation_string":"Igdir Universitesi, Igdir, TR","institution_ids":["https://openalex.org/I344703621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023938669","display_name":"Harun Artuner","orcid":"https://orcid.org/0000-0002-6044-379X","observed_orcids":["https://orcid.org/0000-0002-6044-379X"]},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Harun Artuner","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Hacettepe \u00dcniversitesi, Ankara, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Hacettepe \u00dcniversitesi, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2654,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.51311864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9990000128746033,"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":0.00019999999494757503,"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/T10403","display_name":"Phonetics and Phonology Research","score":9.999999747378752e-05,"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/dialect-classification","display_name":"dialect classification","score":0.9729999899864197},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"speech recognition","score":0.5440000295639038},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8700000047683716},{"id":"https://openalex.org/keywords/acoustic-characteristics","display_name":"acoustic features","score":0.6679999828338623},{"id":"https://openalex.org/keywords/turkish-dialects","display_name":"Turkish dialects","score":0.45100000500679016}],"concepts":[{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.744972825050354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7376757860183716},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7054868936538696},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.578444242477417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5276609659194946},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4954031705856323},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.4829818308353424},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3665197491645813},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3654053807258606},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1640016734600067},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/siu.2018.8404722","doi":"https://doi.org/10.1109/siu.2018.8404722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404722","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1529116532","https://openalex.org/W1995562189","https://openalex.org/W2070176749","https://openalex.org/W2103962059","https://openalex.org/W2127421665","https://openalex.org/W2148461049","https://openalex.org/W2172287020","https://openalex.org/W2187089797","https://openalex.org/W2191779130","https://openalex.org/W2204950903","https://openalex.org/W2398826216","https://openalex.org/W3127686677","https://openalex.org/W3209383001"],"related_works":["https://openalex.org/W3046544314","https://openalex.org/W4392052392","https://openalex.org/W2922331532","https://openalex.org/W1529116532","https://openalex.org/W2792437906","https://openalex.org/W4287116434","https://openalex.org/W2968534769","https://openalex.org/W86944614","https://openalex.org/W2742014417","https://openalex.org/W3137808379"],"abstract_inverted_index":{"Dialect":[0],"Recognition":[1],"Systems":[2],"(DRS)":[3],"are":[4],"systems":[5,39],"that":[6,67,83],"group":[7],"dialects,":[8],"according":[9],"to":[10,57,101],"similar":[11],"acoustic":[12],"features":[13],"found":[14],"in":[15,89],"dialect":[16,23,35,37,74],"regions.":[17],"The":[18,111],"speaker's":[19],"age,":[20],"gender,":[21],"and":[22],"characteristics":[24],"negatively":[25],"affect":[26],"the":[27,49,52,58,103],"performance":[28],"of":[29],"speech":[30,44,60],"recognition":[31,38,45,61,75],"systems.":[32,46,76],"To":[33],"handle":[34],"differences,":[36],"can":[40,54,68],"be":[41,55,69,87],"integrated":[42],"into":[43],"By":[47],"determining":[48],"spoken":[50],"dialect,":[51],"system":[53],"switched":[56],"corresponding":[59],"model.":[62],"There":[63],"is":[64,81,115],"no":[65],"dataset":[66],"used":[70],"for":[71],"Turkish":[72],"automatic":[73],"In":[77,92],"this":[78,84],"study,":[79],"it":[80],"thought":[82],"deficiency":[85],"should":[86],"eliminated":[88],"some":[90],"way.":[91],"addition,":[93],"an":[94],"experimental":[95],"study":[96],"has":[97],"been":[98],"carried":[99],"out":[100],"classify":[102],"generated":[104],"data":[105],"set":[106],"by":[107],"convolutional":[108],"neural":[109],"networks.":[110],"resulting":[112],"83.3%":[113],"accuracy":[114],"satisfactory.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-07-19T00:00:00"}
