{"id":"https://openalex.org/W2270187406","doi":"https://doi.org/10.1186/s13636-016-0082-0","title":"Hybrid statistical/unit-selection Turkish speech synthesis using suffix units","display_name":"Hybrid statistical/unit-selection Turkish speech synthesis using suffix units","publication_year":2016,"publication_date":"2016-02-02","ids":{"openalex":"https://openalex.org/W2270187406","doi":"https://doi.org/10.1186/s13636-016-0082-0","mag":"2270187406"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-016-0082-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-016-0082-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-016-0082-0","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/track/pdf/10.1186/s13636-016-0082-0","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016845689","display_name":"Cenk Demiro\u011flu","orcid":"https://orcid.org/0000-0002-6160-3169"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Cenk Demiro\u011flu","raw_affiliation_strings":["Electrical and Computer Engineering Department, Ozyegin University, Orman Street, Istanbul, 34794, Turkey"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Ozyegin University, Orman Street, Istanbul, 34794, Turkey","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079295537","display_name":"Ekrem G\u00fcner","orcid":null},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ekrem G\u00fcner","raw_affiliation_strings":["Electrical and Computer Engineering Department, Ozyegin University, Orman Street, Istanbul, 34794, Turkey"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Ozyegin University, Orman Street, Istanbul, 34794, Turkey","institution_ids":["https://openalex.org/I44925452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016845689"],"corresponding_institution_ids":["https://openalex.org/I44925452"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.00532174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2016","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9944999814033508,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9934999942779541,"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":0.7461189031600952},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6822857856750488},{"id":"https://openalex.org/keywords/speech-synthesis","display_name":"Speech synthesis","score":0.6120737195014954},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5536073446273804},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4492335915565491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2982877194881439},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07497981190681458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7461189031600952},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6822857856750488},{"id":"https://openalex.org/C14999030","wikidata":"https://www.wikidata.org/wiki/Q16346","display_name":"Speech synthesis","level":2,"score":0.6120737195014954},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5536073446273804},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4492335915565491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2982877194881439},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07497981190681458},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13636-016-0082-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-016-0082-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-016-0082-0","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:eresearch.ozyegin.edu.tr:10679/4061","is_oa":true,"landing_page_url":"http://hdl.handle.net/10679/4061","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s13636-016-0082-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-016-0082-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-016-0082-0","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/4","score":0.4399999976158142,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2270187406.pdf","grobid_xml":"https://content.openalex.org/works/W2270187406.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W24638226","https://openalex.org/W123537345","https://openalex.org/W205224898","https://openalex.org/W779492105","https://openalex.org/W1669179077","https://openalex.org/W1980401417","https://openalex.org/W1990645831","https://openalex.org/W2000513720","https://openalex.org/W2097634052","https://openalex.org/W2129142580","https://openalex.org/W2155433314","https://openalex.org/W2165848216","https://openalex.org/W2394761397","https://openalex.org/W2394921947","https://openalex.org/W2406091904","https://openalex.org/W2609210086","https://openalex.org/W3142087749","https://openalex.org/W4239162268"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W127416991"],"abstract_inverted_index":{"Unit":[0],"selection":[1,20,94,117,137,153,166,175,210,234,264],"based":[2],"text-to-speech":[3],"synthesis":[4,63,73,80,235],"(TTS)":[5],"has":[6,22],"been":[7],"the":[8,13,27,32,39,85,92,115,120,183,186,192,208,215,224,238,268,272,276],"dominant":[9],"TTS":[10],"approach":[11,21,75],"of":[12,26,55,148,162,185,248],"last":[14],"decade.":[15],"Despite":[16],"its":[17,23],"success,":[18],"unit":[19,93,116,136,152,165,209,233,263],"disadvantages.":[24],"One":[25],"most":[28],"significant":[29,50],"disadvantages":[30],"is":[31,48,57,66,76,107,123,131,258],"sudden":[33],"discontinuities":[34],"in":[35,91,100,203,207,214,261,275],"speech":[36,72,122,129],"that":[37,49,84,88,130,143,179,257],"distract":[38],"listeners":[40],"(Speech":[41],"Commun":[42],"51:1039\u20131064,":[43],"2009).":[44],"The":[45,70],"second":[46],"disadvantage":[47],"expertise":[51,253],"and":[52,68,111,151,198,212],"large":[53,246],"amounts":[54,247],"data":[56,249],"needed":[58],"for":[59,177],"building":[60,104,230,262],"a":[61,77,134,163,171,231],"high-quality":[62,135,164],"system":[64,95,176,189,226,270,274],"which":[65],"costly":[67],"time-consuming.":[69],"statistical":[71],"(SSS)":[74],"promising":[78],"alternative":[79],"technique.":[81],"Not":[82],"only":[83],"spurious":[86],"errors":[87],"are":[89,96,140,205],"observed":[90,99],"mostly":[97],"not":[98,125],"SSS":[101,150,188],"but":[102],"also":[103],"voice":[105],"models":[106],"far":[108],"less":[109],"expensive":[110],"faster":[112],"compared":[113],"to":[114,145,220],"system.":[118,138,167,217,236],"However,":[119,155],"resulting":[121],"typically":[124,259],"as":[126,128,196],"natural-sounding":[127],"synthesized":[132],"with":[133],"There":[139],"hybrid":[141,157,173,222,269],"methods":[142,158],"attempt":[144],"take":[146],"advantage":[147],"both":[149],"systems.":[154,265],"existing":[156,221],"still":[159],"require":[160],"development":[161],"Here,":[168],"we":[169],"propose":[170],"novel":[172],"statistical/unit":[174],"Turkish":[178,204],"aims":[180],"at":[181],"improving":[182,191],"quality":[184],"baseline":[187,273],"by":[190],"prosodic":[193],"parameters":[194],"such":[195],"intonation":[197],"stress.":[199],"Commonly":[200],"occurring":[201],"suffixes":[202],"stored":[206],"database":[211],"used":[213,243],"proposed":[216,225,239],"As":[218],"opposed":[219],"systems,":[223],"was":[227],"developed":[228],"without":[229,244],"complete":[232],"Therefore,":[237],"method":[240],"can":[241],"be":[242],"collecting":[245],"or":[250,254],"utilizing":[251],"substantial":[252],"time-consuming":[255],"tuning":[256],"required":[260],"Listeners":[266],"preferred":[267],"over":[271],"AB":[277],"preference":[278],"tests.":[279]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
