{"id":"https://openalex.org/W2586117383","doi":"https://doi.org/10.1109/slt.2016.7846300","title":"Punctuated transcription of multi-genre broadcasts using acoustic and lexical approaches","display_name":"Punctuated transcription of multi-genre broadcasts using acoustic and lexical approaches","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2586117383","doi":"https://doi.org/10.1109/slt.2016.7846300","mag":"2586117383"},"language":"en","primary_location":{"id":"doi:10.1109/slt.2016.7846300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt.2016.7846300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044666169","display_name":"Ond\u0159ej Klejch","orcid":"https://orcid.org/0000-0001-5495-967X"},"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":"Ondrej Klejch","raw_affiliation_strings":["Centre for Speech Technology Research, University of Edinburgh, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Speech Technology Research, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102911387","display_name":"Peter Bell","orcid":"https://orcid.org/0000-0002-9597-9615"},"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":"Peter Bell","raw_affiliation_strings":["Centre for Speech Technology Research, University of Edinburgh, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Speech Technology Research, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027442277","display_name":"Steve Renals","orcid":"https://orcid.org/0000-0002-8790-3389"},"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":"Steve Renals","raw_affiliation_strings":["Centre for Speech Technology Research, University of Edinburgh, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Speech Technology Research, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"433","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9997000098228455,"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":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T12031","display_name":"Speech and dialogue systems","score":0.9969000220298767,"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":0.697361409664154},{"id":"https://openalex.org/keywords/transcription","display_name":"Transcription (linguistics)","score":0.5308072566986084},{"id":"https://openalex.org/keywords/punctuated-equilibrium","display_name":"Punctuated equilibrium","score":0.4639735817909241},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3603712320327759},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3284303545951843},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2967161536216736},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.1127033531665802},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09373649954795837}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697361409664154},{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.5308072566986084},{"id":"https://openalex.org/C148108004","wikidata":"https://www.wikidata.org/wiki/Q582558","display_name":"Punctuated equilibrium","level":2,"score":0.4639735817909241},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3603712320327759},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3284303545951843},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2967161536216736},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.1127033531665802},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09373649954795837},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/slt.2016.7846300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt.2016.7846300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","is_oa":true,"landing_page_url":null,"pdf_url":"https://www.research.ed.ac.uk/en/publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","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:pure.ed.ac.uk:publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","pdf_url":"https://www.research.ed.ac.uk/en/publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":"Klejch, O, Bell, P & Renals, S 2017, Punctuated Transcription of Multi-genre Broadcasts Using Acoustic and Lexical Approaches. in 2016 IEEE Workshop on Spoken Language Technology. Institute of Electrical and Electronics Engineers, pp. 433-440, 2016 IEEE Workshop on Spoken Language Technology, San Diego, California, United States, 13/12/16. https://doi.org/10.1109/SLT.2016.7846300","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","is_oa":true,"landing_page_url":null,"pdf_url":"https://www.research.ed.ac.uk/en/publications/27cebc2f-1466-47ea-8215-8bcfbfc7df8d","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":""},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4055593462","display_name":null,"funder_award_id":"EP/I031022/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2586117383.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W32283220","https://openalex.org/W44815768","https://openalex.org/W61566120","https://openalex.org/W94670513","https://openalex.org/W171402391","https://openalex.org/W192736094","https://openalex.org/W222053410","https://openalex.org/W1451631119","https://openalex.org/W1504308419","https://openalex.org/W1524333225","https://openalex.org/W1526024327","https://openalex.org/W1587490638","https://openalex.org/W1847088711","https://openalex.org/W1934041838","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2113851376","https://openalex.org/W2130942839","https://openalex.org/W2131342762","https://openalex.org/W2133564696","https://openalex.org/W2150884987","https://openalex.org/W2166116787","https://openalex.org/W2169187092","https://openalex.org/W2288371874","https://openalex.org/W2294770573","https://openalex.org/W2395173459","https://openalex.org/W2398104528","https://openalex.org/W2403334028","https://openalex.org/W2406343628","https://openalex.org/W2407834842","https://openalex.org/W2408025694","https://openalex.org/W2513522215","https://openalex.org/W2953061907","https://openalex.org/W2963876447","https://openalex.org/W2964308564","https://openalex.org/W6601785968","https://openalex.org/W6603793917","https://openalex.org/W6607019473","https://openalex.org/W6607863627","https://openalex.org/W6608792757","https://openalex.org/W6628470722","https://openalex.org/W6631362777","https://openalex.org/W6635223454","https://openalex.org/W6638824847","https://openalex.org/W6679434410","https://openalex.org/W6679436768","https://openalex.org/W6684662674","https://openalex.org/W6696936758","https://openalex.org/W6712411474","https://openalex.org/W6713490458","https://openalex.org/W6713560684","https://openalex.org/W6714054690"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2161392352","https://openalex.org/W3210797322","https://openalex.org/W3214584237","https://openalex.org/W2090196252","https://openalex.org/W4388228191","https://openalex.org/W2028097510","https://openalex.org/W2505877856"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,139],"investigate":[4],"the":[5,24,35,43,58,112,125,144],"punctuated":[6],"transcription":[7],"of":[8,17,26,45,68,95,104,111,116,127,135],"multi-genre":[9],"broadcast":[10],"media.":[11],"We":[12,40,54],"examine":[13],"four":[14],"systems,":[15],"three":[16],"which":[18,27,64],"are":[19,146],"based":[20,79],"on":[21,57,80,97,106],"lexical":[22,77],"features,":[23],"fourth":[25],"uses":[28],"acoustic":[29,38,131],"features":[30],"by":[31],"integrating":[32],"punctuation":[33,118],"into":[34],"speech":[36],"recognition":[37],"models.":[39],"also":[41],"explore":[42],"combination":[44,150],"these":[46],"component":[47],"systems":[48,91,145],"using":[49,121,160],"voting":[50],"and":[51,130],"log-linear":[52],"interpolation.":[53],"performed":[55],"experiments":[56],"English":[59],"language":[60],"MGB":[61],"Challenge":[62],"data,":[63],"comprises":[65],"about":[66],"1,600h":[67],"BBC":[69],"television":[70],"recordings.":[71],"Our":[72,109],"results":[73,113],"indicate":[74],"that":[75,120,141],"a":[76,81,101,157],"system,":[78],"neural":[82,161],"machine":[83,162],"translation":[84],"approach":[85],"is":[86],"significantly":[87],"better":[88,154],"than":[89,156],"other":[90],"achieving":[92],"an":[93],"F-Measure":[94],"62.6%":[96],"reference":[98],"text,":[99],"with":[100],"relative":[102],"degradation":[103],"19%":[105],"ASR":[107],"output.":[108],"analysis":[110],"in":[114],"terms":[115],"specific":[117],"indicated":[119],"longer":[122],"context":[123],"improves":[124,133],"prediction":[126,134],"question":[128],"marks":[129],"information":[132],"exclamation":[136],"marks.":[137],"Finally,":[138],"show":[140],"even":[142],"though":[143],"complementary,":[147],"their":[148],"straightforward":[149],"does":[151],"not":[152],"yield":[153],"F-measures":[155],"single":[158],"system":[159],"translation.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
