{"id":"https://openalex.org/W4404031730","doi":"https://doi.org/10.1109/icccnt61001.2024.10723886","title":"Improving Bangla Linguistics: Advanced LSTM, Bi-LSTM, and Seq2Seq Models for Translating Sylheti to Modern Bangla","display_name":"Improving Bangla Linguistics: Advanced LSTM, Bi-LSTM, and Seq2Seq Models for Translating Sylheti to Modern Bangla","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031730","doi":"https://doi.org/10.1109/icccnt61001.2024.10723886"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10723886","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10723886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.18709","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071065126","display_name":"Sourav Das","orcid":"https://orcid.org/0000-0003-3999-7074"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Sourav Kumar Das","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106873271","display_name":"Md. Julkar Naeen","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Julkar Naeen","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604182","display_name":"Md Jahidul Islam","orcid":"https://orcid.org/0000-0001-7211-2675"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Jahidul Islam","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511752","display_name":"Md Anisul Haque Sajeeb","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Anisul Haque Sajeeb","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052384380","display_name":"Narayan Ranjan Chakraborty","orcid":"https://orcid.org/0000-0003-2227-9244"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Narayan Ranjan Chakraborty","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079168185","display_name":"Mayen Uddin Mojumdar","orcid":"https://orcid.org/0009-0002-7714-6238"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mayen Uddin Mojumdar","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071065126"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.3862,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68749272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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/T10028","display_name":"Topic Modeling","score":0.9419999718666077,"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/bengali","display_name":"Bengali","score":0.9801040887832642},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7570279836654663},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6401520371437073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6194778084754944},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.46822187304496765},{"id":"https://openalex.org/keywords/computational-linguistics","display_name":"Computational linguistics","score":0.46466076374053955},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4124504327774048},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0594097375869751}],"concepts":[{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.9801040887832642},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7570279836654663},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6401520371437073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6194778084754944},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.46822187304496765},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.46466076374053955},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4124504327774048},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0594097375869751}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10723886","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10723886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2505.18709","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.18709","pdf_url":"https://arxiv.org/pdf/2505.18709","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.18709","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.18709","pdf_url":"https://arxiv.org/pdf/2505.18709","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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":"text"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W3016888066","https://openalex.org/W3093946026","https://openalex.org/W3137015680","https://openalex.org/W3152519896","https://openalex.org/W3160409149","https://openalex.org/W3170852415","https://openalex.org/W3183766727","https://openalex.org/W3213399502","https://openalex.org/W4200177521","https://openalex.org/W4206081398","https://openalex.org/W4210683030","https://openalex.org/W4210684168","https://openalex.org/W4226443746","https://openalex.org/W4281394046","https://openalex.org/W4298012339","https://openalex.org/W4313156585","https://openalex.org/W4382933960","https://openalex.org/W4385217910","https://openalex.org/W4386566878","https://openalex.org/W6776030365","https://openalex.org/W6910780694","https://openalex.org/W7033845797"],"related_works":["https://openalex.org/W2084490135","https://openalex.org/W4298170800","https://openalex.org/W2895890526","https://openalex.org/W617692174","https://openalex.org/W2794758919","https://openalex.org/W4232781930","https://openalex.org/W1913642778","https://openalex.org/W2028401451","https://openalex.org/W2769530083","https://openalex.org/W3161006337"],"abstract_inverted_index":{"Bangla":[0,39,56,90,95,130],"or":[1,82,88],"Bengali":[2],"is":[3,60,69],"the":[4,62,112,127],"national":[5],"language":[6,26,40,64],"of":[7,20,52,121,129],"Bangladesh,":[8],"people":[9],"from":[10],"different":[11],"regions":[12],"don\u2019t":[13],"talk":[14],"in":[15,114],"proper":[16],"Bangla.":[17],"Every":[18],"division":[19],"Bangladesh":[21],"has":[22],"its":[23],"own":[24],"local":[25,63],"like":[27,41],"Sylheti,":[28],"Chittagong":[29],"etc.":[30],"In":[31],"recent":[32],"years":[33],"some":[34],"papers":[35],"were":[36,54],"published":[37],"on":[38,55,70],"sentiment":[42],"analysis,":[43],"fake":[44],"news":[45],"detection":[46],"and":[47,65,107,109],"classifications,":[48],"but":[49],"a":[50,75],"few":[51],"them":[53],"languages.":[57],"This":[58],"research":[59,123],"for":[61,85,101,133],"this":[66,122],"particular":[67],"paper":[68],"Sylheti":[71,94],"language.":[72,96],"It":[73],"presented":[74],"comprehensive":[76],"system":[77],"using":[78],"Natural":[79],"Language":[80],"Processing":[81],"NLP":[83,131],"techniques":[84],"translating":[86],"Pure":[87],"Modern":[89],"to":[91,126],"locally":[92],"spoken":[93],"Total":[97],"1200":[98],"data":[99],"used":[100],"training":[102],"3":[103],"models":[104],"LSTM,":[105],"Bi-LSTM":[106],"Seq2Seq":[108],"LSTM":[110],"scored":[111],"best":[113],"performance":[115],"with":[116],"89.3%":[117],"accuracy.":[118],"The":[119],"findings":[120],"may":[124],"contribute":[125],"growth":[128],"researchers":[132],"future":[134],"more":[135],"advanced":[136],"innovations.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}