{"id":"https://openalex.org/W1592103878","doi":"https://doi.org/10.21437/interspeech.2008-171","title":"Robustness of HMM-based speech synthesis","display_name":"Robustness of HMM-based speech synthesis","publication_year":2008,"publication_date":"2008-09-22","ids":{"openalex":"https://openalex.org/W1592103878","doi":"https://doi.org/10.21437/interspeech.2008-171","mag":"1592103878"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2008-171","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2008-171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2008","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1842/3824","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007639385","display_name":"Junichi Yamagishi","orcid":"https://orcid.org/0000-0003-2752-3955"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Junichi Yamagishi","raw_affiliation_strings":["School of Philosophy, Psychology and Language Sciences"],"affiliations":[{"raw_affiliation_string":"School of Philosophy, Psychology and Language Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059767940","display_name":"Zhen-Hua Ling","orcid":"https://orcid.org/0000-0001-7853-5273"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen-Hua Ling","raw_affiliation_strings":["University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062516688","display_name":"Simon King","orcid":"https://orcid.org/0000-0002-2694-2843"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon King","raw_affiliation_strings":["School of Philosophy Psychology and Language Sciences"],"affiliations":[{"raw_affiliation_string":"School of Philosophy Psychology and Language Sciences","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007639385"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7808,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.97345393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"581","last_page":"584"},"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":0.9958999752998352,"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/T11309","display_name":"Music and Audio Processing","score":0.9939000010490417,"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/computer-science","display_name":"Computer science","score":0.7983423471450806},{"id":"https://openalex.org/keywords/speech-synthesis","display_name":"Speech synthesis","score":0.7933387756347656},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7577812671661377},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7104035019874573},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.635588526725769},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4126681685447693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32745468616485596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983423471450806},{"id":"https://openalex.org/C14999030","wikidata":"https://www.wikidata.org/wiki/Q16346","display_name":"Speech synthesis","level":2,"score":0.7933387756347656},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7577812671661377},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7104035019874573},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.635588526725769},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4126681685447693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32745468616485596},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.21437/interspeech.2008-171","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2008-171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2008","raw_type":"proceedings-article"},{"id":"pmh:oai:era.ed.ac.uk:1842/3824","is_oa":true,"landing_page_url":"http://hdl.handle.net/1842/3824","pdf_url":"http://hdl.handle.net/1842/3824","source":{"id":"https://openalex.org/S7407055182","display_name":"ERA","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},{"id":"pmh:oai:pure.ed.ac.uk:publications/5cda5d0f-a973-482f-beab-8421b62f90b8","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/5cda5d0f-a973-482f-beab-8421b62f90b8","pdf_url":"https://www.pure.ed.ac.uk/ws/files/15133698/Robustness_of_HMM_based_Speech_Synthesis.pdf","source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.217.3918","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.217.3918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cstr.ed.ac.uk/downloads/publications/2008/RobustnessHTS.pdf","raw_type":"text"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/5cda5d0f-a973-482f-beab-8421b62f90b8","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/5cda5d0f-a973-482f-beab-8421b62f90b8","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yamagishi, J, Ling, Z & King, S 2008, Robustness of HMM-based speech synthesis. in Proc. Interspeech. pp. 581-584.","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:era.ed.ac.uk:1842/3824","is_oa":true,"landing_page_url":"http://hdl.handle.net/1842/3824","pdf_url":"http://hdl.handle.net/1842/3824","source":{"id":"https://openalex.org/S7407055182","display_name":"ERA","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1592103878.pdf","grobid_xml":"https://content.openalex.org/works/W1592103878.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1496801689","https://openalex.org/W1514737389","https://openalex.org/W1529897604","https://openalex.org/W1559184314","https://openalex.org/W1600722501","https://openalex.org/W1854592333","https://openalex.org/W1973766695","https://openalex.org/W1984905644","https://openalex.org/W2000513720","https://openalex.org/W2002342963","https://openalex.org/W2039800941","https://openalex.org/W2042691334","https://openalex.org/W2049686551","https://openalex.org/W2111194146","https://openalex.org/W2141684970","https://openalex.org/W2150000736","https://openalex.org/W2150658333","https://openalex.org/W2153914468","https://openalex.org/W2159528802","https://openalex.org/W2165856656","https://openalex.org/W2170980774","https://openalex.org/W2400063444","https://openalex.org/W2613407020"],"related_works":["https://openalex.org/W2136763963","https://openalex.org/W2109705048","https://openalex.org/W2940588515","https://openalex.org/W1909151225","https://openalex.org/W1987783679","https://openalex.org/W2160030256","https://openalex.org/W1521297879","https://openalex.org/W4253235840","https://openalex.org/W3151937861","https://openalex.org/W2904846757"],"abstract_inverted_index":{"As":[0,131],"speech":[1,39,70,110,128,147,153,161],"synthesis":[2,71,111,148],"techniques":[3,72],"become":[4],"more":[5],"advanced,":[6],"we":[7,104,121,137],"are":[8,30,41,48,96],"able":[9],"to":[10,97],"consider":[11],"building":[12],"high-quality":[13],"voices":[14],"from":[15],"data":[16,40,154],"collected":[17,155],"outside":[18],"the":[19,37,45,52,56,66,84,106,145],"usual":[20],"highly-controlled":[21],"recording":[22,46],"studio":[23],"environment.":[24],"This":[25,116],"presents":[26],"new":[27,124,140],"challenges":[28],"that":[29],"not":[31,42,49,59,89],"present":[32],"in":[33,149,156],"conventional":[34],"text-to-speech":[35],"synthesis:":[36],"available":[38],"perfectly":[43],"clean,":[44],"conditions":[47,80],"consistent,":[50],"and/or":[51],"phonetic":[53],"balance":[54],"of":[55,65,68,108,134],"material":[57],"is":[58,81,88],"ideal.":[60],"Although":[61],"a":[62,123,132,139],"clear":[63],"picture":[64],"performance":[67,107],"various":[69],"(e.g.,":[73],"concatenative,":[74],"HMM-based":[75],"or":[76],"hybrid)":[77],"under":[78,113],"good":[79],"provided":[82],"by":[83],"Blizzard":[85],"Challenge,":[86],"it":[87],"well":[90],"understood":[91],"how":[92],"robust":[93,141],"these":[94],"algorithms":[95],"less":[98],"favourable":[99],"conditions.":[100,115,158],"In":[101],"this":[102],"paper,":[103],"analyse":[105],"several":[109],"methods":[112],"such":[114],"is,":[117],"as":[118,120],"far":[119],"know,":[122],"research":[125],"topic:":[126],"\u201cRobust":[127],"synthesis.":[129],"\u201d":[130],"consequence":[133],"our":[135],"investigations,":[136],"propose":[138],"training":[142],"method":[143],"for":[144,150],"HMMbased":[146],"use":[151],"with":[152],"unfavourable":[157],"Index":[159],"Terms:":[160],"synthesis,":[162],"HMM,":[163],"unit":[164],"selection,":[165],"HTS":[166],"1.":[167]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
