{"id":"https://openalex.org/W4404031889","doi":"https://doi.org/10.1109/icccnt61001.2024.10725052","title":"Deep Learning Based Lip Reading for Speech Recognition","display_name":"Deep Learning Based Lip Reading for Speech Recognition","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031889","doi":"https://doi.org/10.1109/icccnt61001.2024.10725052"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725052","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":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110588223","display_name":"M Abishek","orcid":"https://orcid.org/0000-0003-4334-3663"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M Abishek","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056516810","display_name":"S Harish","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S Harish","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066674084","display_name":"Rajendra Prasath","orcid":"https://orcid.org/0000-0002-0826-847X"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R Krishna Prasath","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092621825","display_name":"Deeksha Sudarshan","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D Sudarshan","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025428048","display_name":"P. Supriya","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P Supriya","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Engineering,Department of Electrical and Electronics Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5110588223"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.6249,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8494772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9970999956130981,"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":0.7776855826377869},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6593012809753418},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5931044220924377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.501962423324585},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4946098029613495},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4841390550136566},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1355663239955902}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7776855826377869},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6593012809753418},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5931044220924377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.501962423324585},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4946098029613495},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4841390550136566},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1355663239955902},{"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:10.1109/icccnt61001.2024.10725052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725052","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2108146099","https://openalex.org/W2519396447","https://openalex.org/W2944749979","https://openalex.org/W3099231112","https://openalex.org/W3190435556","https://openalex.org/W4293079149","https://openalex.org/W4296443841","https://openalex.org/W4387487510","https://openalex.org/W4392153264","https://openalex.org/W4393062759"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Automatic":[0],"speech":[1,15,59,109],"recognition":[2,110],"(ASR)":[3],"is":[4,46,53],"the":[5,62,65,73,96,105,139],"process":[6],"of":[7,64,72,98,148],"using":[8],"machine":[9],"learning":[10,101,136,141],"techniques":[11],"to":[12,37,94,115,120,150],"convert":[13],"human":[14],"into":[16],"written":[17],"text.":[18],"This":[19],"paper":[20,68],"proposes":[21],"a":[22,44,54,89,145],"deep":[23,100,121,135,140],"learning-based":[24,122],"lip":[25,75,79,127],"reading":[26,52,76,128],"system,":[27,77],"which":[28],"can":[29,40,143],"be":[30,116],"beneficial":[31],"for":[32],"individuals":[33],"who":[34],"are":[35],"unable":[36],"speak":[38],"and":[39,85],"also":[41],"identify":[42],"what":[43],"speaker":[45],"saying":[47],"in":[48,103],"noisy":[49],"environments.":[50],"Lip":[51],"visual":[55],"technique":[56],"that":[57],"recognizes":[58],"based":[60],"on":[61],"movements":[63],"lips.":[66],"The":[67],"discusses":[69],"various":[70],"components":[71],"proposed":[74],"including":[78],"detection,":[80],"feature":[81,83],"extraction,":[82],"modeling,":[84],"sentence":[86],"prediction.":[87],"Additionally,":[88],"comparative":[90],"analysis":[91],"was":[92],"conducted":[93],"evaluate":[95],"accuracy":[97],"different":[99],"models":[102],"recognizing":[104],"spoken":[106],"sentences.":[107],"Conventional":[108],"systems":[111,129],"have":[112,130],"been":[113,131],"found":[114],"less":[117],"efficient":[118],"compared":[119],"systems.":[123],"Over":[124],"time,":[125],"traditional":[126],"replaced":[132],"with":[133],"their":[134],"counterparts,":[137],"as":[138],"approach":[142],"leverage":[144],"large":[146],"amount":[147],"data":[149],"achieve":[151],"much":[152],"greater":[153],"accuracy.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}