{"id":"https://openalex.org/W7131318556","doi":"https://doi.org/10.1109/icta-atsn68371.2025.11398250","title":"Empowering Silent Voices: Adaptive EEG-to-Text Systems for Assistive Technologies","display_name":"Empowering Silent Voices: Adaptive EEG-to-Text Systems for Assistive Technologies","publication_year":2025,"publication_date":"2025-12-07","ids":{"openalex":"https://openalex.org/W7131318556","doi":"https://doi.org/10.1109/icta-atsn68371.2025.11398250"},"language":null,"primary_location":{"id":"doi:10.1109/icta-atsn68371.2025.11398250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta-atsn68371.2025.11398250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th International Conference on ICT & Accessibility (ICTA) co-located with 2025 2nd International Conference and Forum on Assistive Technologies for Special Needs (ATSN)","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/A5031269487","display_name":"Ahmed Fares","orcid":"https://orcid.org/0000-0002-4391-1176"},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ahmed Fares","raw_affiliation_strings":["Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120001352","display_name":"Mostafa El Gedawy","orcid":null},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mostafa El Gedawy","raw_affiliation_strings":["Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094304687","display_name":"Omnia Nabil","orcid":null},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Omnia Nabil","raw_affiliation_strings":["Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120001353","display_name":"Omar Mamdouh","orcid":null},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Omar Mamdouh","raw_affiliation_strings":["Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120001354","display_name":"Mahmoud Nady","orcid":null},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mahmoud Nady","raw_affiliation_strings":["Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094304685","display_name":"Nour Alhuda Adel","orcid":null},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Nour Alhuda Adel","raw_affiliation_strings":["Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology (E-JUST),Department of Computer Science and Engineering,Alexandria,Egypt,21934","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058350329","display_name":"Basem M. ElHalawany","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111408","display_name":"Kuwait College of Science and Technology","ror":"https://ror.org/01vjvsj67","country_code":"KW","type":"education","lineage":["https://openalex.org/I4210111408"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Basem M. ElHalawany","raw_affiliation_strings":["Kuwait College of Science and Technology,Doha District,Kuwait"],"affiliations":[{"raw_affiliation_string":"Kuwait College of Science and Technology,Doha District,Kuwait","institution_ids":["https://openalex.org/I4210111408"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031269487"],"corresponding_institution_ids":["https://openalex.org/I32619867"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.7623126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5508000254631042,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5508000254631042,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.10109999775886536,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.031300000846385956,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/natural-language-generation","display_name":"Natural language generation","score":0.4851999878883362},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.44760000705718994},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.41200000047683716},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41179999709129333},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.40720000863075256},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3986999988555908},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.3926999866962433},{"id":"https://openalex.org/keywords/spoken-language","display_name":"Spoken language","score":0.38019999861717224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990000009536743},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.4851999878883362},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.44760000705718994},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43389999866485596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43320000171661377},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.41200000047683716},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41179999709129333},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.40720000863075256},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3986999988555908},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3926999866962433},{"id":"https://openalex.org/C2776230583","wikidata":"https://www.wikidata.org/wiki/Q1322198","display_name":"Spoken language","level":2,"score":0.38019999861717224},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3402999937534332},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2800000011920929},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C3017715821","wikidata":"https://www.wikidata.org/wiki/Q688498","display_name":"Assistive technology","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icta-atsn68371.2025.11398250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta-atsn68371.2025.11398250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th International Conference on ICT & Accessibility (ICTA) co-located with 2025 2nd International Conference and Forum on Assistive Technologies for Special Needs (ATSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2589952473","https://openalex.org/W2885092509","https://openalex.org/W2905110202","https://openalex.org/W3033208854","https://openalex.org/W3088964528","https://openalex.org/W3180220247","https://openalex.org/W3182076845","https://openalex.org/W4200630739","https://openalex.org/W4212828284","https://openalex.org/W4367609927","https://openalex.org/W4386091044","https://openalex.org/W4399768059","https://openalex.org/W4413674434","https://openalex.org/W4415989220"],"related_works":[],"abstract_inverted_index":{"Translating":[0],"brain":[1],"activity":[2],"into":[3],"natural":[4,68],"language":[5,69],"represents":[6],"a":[7,52],"transformative":[8],"frontier":[9],"in":[10],"human-machine":[11],"interaction":[12,171],"and":[13,42,112,123,162,175],"assistive":[14,159],"communication":[15,153,164],"technology":[16,160],"for":[17,28,150],"individuals":[18],"with":[19,66,142],"speech":[20],"impairments.":[21],"While":[22],"electroencephalography":[23],"(EEG)":[24],"has":[25],"shown":[26],"promise":[27],"neural":[29,47,76,131,143],"decoding,":[30],"existing":[31],"EEG-to-text":[32],"methods":[33],"remain":[34],"constrained":[35],"by":[36,60],"closed":[37],"vocabularies,":[38],"limited":[39],"semantic":[40],"expressiveness,":[41],"inadequate":[43],"accommodation":[44],"of":[45,86,94,169],"intersubject":[46],"variability.":[48],"This":[49],"work":[50],"presents":[51],"novel":[53],"framework":[54,118],"that":[55,89],"transcends":[56],"traditional":[57],"closed-vocabulary":[58],"limitations":[59],"synergistically":[61],"combining":[62],"subject-adaptive":[63],"representation":[64],"learning":[65],"advanced":[67],"processing":[70],"architectures.":[71],"Our":[72],"approach":[73],"employs":[74],"deep":[75],"networks":[77],"to":[78,129],"extract":[79],"discriminative":[80],"EEG":[81],"features,":[82],"enabling":[83],"the":[84,92,100,167],"generation":[85,141],"complex":[87],"sentences":[88],"extend":[90],"beyond":[91],"constraints":[93],"training":[95],"data.":[96],"Experimental":[97],"evaluation":[98],"on":[99],"ZuCo":[101],"corpus":[102],"demonstrates":[103],"substantial":[104],"improvements":[105],"across":[106,172],"multiple":[107],"metrics,":[108],"including":[109],"BLEU,":[110],"ROUGE,":[111],"BERTScore,":[113],"surpassing":[114],"state-of-the-art":[115],"baselines.":[116],"The":[117,155],"effectively":[119],"produces":[120],"semantically":[121],"coherent":[122],"grammatically":[124],"accurate":[125],"text":[126,140],"while":[127],"adapting":[128],"individual":[130],"signal":[132,144],"patterns":[133],"through":[134],"personalized":[135,163],"modeling.":[136],"By":[137],"bridging":[138],"open-vocabulary":[139],"interpretation,":[145],"this":[146],"research":[147],"establishes":[148],"foundations":[149],"practical":[151],"brain-to-text":[152],"systems.":[154],"interdisciplinary":[156],"implications":[157],"span":[158],"innovation":[161],"interfaces,":[165],"advancing":[166],"paradigm":[168],"brain-computer":[170],"clinical,":[173],"research,":[174],"consumer":[176],"applications.":[177]},"counts_by_year":[],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2026-02-25T00:00:00"}