{"id":"https://openalex.org/W2972634180","doi":"https://doi.org/10.18653/v1/w19-4713","title":"Predicting Historical Phonetic Features using Deep Neural Networks: A Case Study of the Phonetic System of Proto-Indo-European","display_name":"Predicting Historical Phonetic Features using Deep Neural Networks: A Case Study of the Phonetic System of Proto-Indo-European","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972634180","doi":"https://doi.org/10.18653/v1/w19-4713","mag":"2972634180"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w19-4713","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-4713","pdf_url":"https://www.aclweb.org/anthology/W19-4713.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W19-4713.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003018532","display_name":"Frederik Hartmann","orcid":"https://orcid.org/0000-0002-6649-5371"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Frederik Hartmann","raw_affiliation_strings":[". postvelar *k,","h ,"],"affiliations":[{"raw_affiliation_string":". postvelar *k,","institution_ids":[]},{"raw_affiliation_string":"h ,","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003018532"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4963,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97061434,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9955999851226807,"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/T13122","display_name":"Linguistics and Cultural Studies","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coarticulation","display_name":"Coarticulation","score":0.8475959300994873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7577898502349854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5581186413764954},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.532837986946106},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.512566328048706},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5109609961509705},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.5006213188171387},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.4941242039203644},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41642555594444275},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.40631091594696045},{"id":"https://openalex.org/keywords/vowel","display_name":"Vowel","score":0.16253769397735596}],"concepts":[{"id":"https://openalex.org/C130727458","wikidata":"https://www.wikidata.org/wiki/Q1639109","display_name":"Coarticulation","level":3,"score":0.8475959300994873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7577898502349854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5581186413764954},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.532837986946106},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.512566328048706},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5109609961509705},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.5006213188171387},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.4941242039203644},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41642555594444275},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.40631091594696045},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","level":2,"score":0.16253769397735596},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w19-4713","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-4713","pdf_url":"https://www.aclweb.org/anthology/W19-4713.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w19-4713","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-4713","pdf_url":"https://www.aclweb.org/anthology/W19-4713.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972634180.pdf","grobid_xml":"https://content.openalex.org/works/W2972634180.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W177314192","https://openalex.org/W199894982","https://openalex.org/W228515437","https://openalex.org/W284082254","https://openalex.org/W1531278492","https://openalex.org/W1541381880","https://openalex.org/W1560320858","https://openalex.org/W1576442155","https://openalex.org/W1579846763","https://openalex.org/W1595178389","https://openalex.org/W1899839970","https://openalex.org/W2036235809","https://openalex.org/W2076481130","https://openalex.org/W2093551525","https://openalex.org/W2101234009","https://openalex.org/W2117065474","https://openalex.org/W2148143831","https://openalex.org/W2149216140","https://openalex.org/W2157316834","https://openalex.org/W2276318411","https://openalex.org/W2341218146","https://openalex.org/W2480295938","https://openalex.org/W2483597509","https://openalex.org/W2521200999","https://openalex.org/W2621675718","https://openalex.org/W2784570262","https://openalex.org/W2896556344","https://openalex.org/W2982690190","https://openalex.org/W2990180062","https://openalex.org/W3088275718","https://openalex.org/W3196701288","https://openalex.org/W4230640544","https://openalex.org/W4246180368","https://openalex.org/W4293713156"],"related_works":["https://openalex.org/W2118112569","https://openalex.org/W1527837723","https://openalex.org/W2169455968","https://openalex.org/W577749800","https://openalex.org/W2546285092","https://openalex.org/W1974962040","https://openalex.org/W2118120993","https://openalex.org/W4233166801","https://openalex.org/W2172236910","https://openalex.org/W3107474891"],"abstract_inverted_index":{"Traditional":[0],"historical":[1,58,74],"linguistics":[2,122],"lacks":[3],"the":[4,12,61,69,80,95,131],"possibility":[5],"to":[6,28,53,67,90,120],"empirically":[7],"assess":[8],"its":[9,117],"assumptions":[10],"regarding":[11],"phonetic":[13,32,55,75,92,100,114,132],"systems":[14],"of":[15,34,57,72,82,97,104,130],"past":[16],"languages":[17],"and":[18,66,86,116],"language":[19],"stages":[20],"beyond":[21],"traditional":[22],"methods":[23],"such":[24],"as":[25],"comparative":[26],"tools":[27],"gain":[29],"insights":[30],"into":[31],"features":[33,56,93,96],"sounds":[35,59],"in":[36,126],"proto-or":[37],"ancestor":[38],"languages.":[39],"The":[40,77,102],"paper":[41],"at":[42],"hand":[43],"presents":[44],"a":[45,127],"computational":[46],"method":[47,78,106],"based":[48],"on":[49],"deep":[50],"neural":[51],"networks":[52],"predict":[54,91],"where":[60],"exact":[62],"quality":[63],"is":[64],"unknown":[65],"test":[68],"overall":[70],"coherence":[71],"reconstructed":[73],"features.":[76],"utilizes":[79],"principles":[81],"coarticulation,":[83],"local":[84],"predictability":[85],"statistical":[87],"phonological":[88],"constraints":[89],"by":[94],"their":[98],"immediate":[99],"environment.":[101],"validity":[103],"this":[105],"will":[107,123],"be":[108,124],"assessed":[109],"using":[110],"New":[111],"High":[112],"German":[113],"data":[115],"specific":[118],"application":[119],"diachronic":[121],"demonstrated":[125],"case":[128],"study":[129],"system":[133],"Proto-Indo-European.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
