{"id":"https://openalex.org/W4408353831","doi":"https://doi.org/10.1109/icassp49660.2025.10888547","title":"NeuroIncept Decoder for High-Fidelity Speech Reconstruction from Neural Activity","display_name":"NeuroIncept Decoder for High-Fidelity Speech Reconstruction from Neural Activity","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408353831","doi":"https://doi.org/10.1109/icassp49660.2025.10888547"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050310893","display_name":"Owais Mujtaba Khanday","orcid":"https://orcid.org/0000-0002-9855-1809"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Owais Mujtaba Khanday","raw_affiliation_strings":["University of Granada,CITIC-UGR,Granada,Spain,18071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Granada,CITIC-UGR,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057037449","display_name":"Jos\u00e9 L. P\u00e9rez-C\u00f3rdoba","orcid":"https://orcid.org/0000-0002-1686-2401"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 L. P\u00e9rez-C\u00f3rdoba","raw_affiliation_strings":["University of Granada,CITIC-UGR,Granada,Spain,18071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Granada,CITIC-UGR,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115817295","display_name":"Mohd Yaqub Mir","orcid":null},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mohd Yaqub Mir","raw_affiliation_strings":["Lund University Hospital,Epilepsy Centre,Dept. Clinical Sciences,Lund,Sweden,221 00"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lund University Hospital,Epilepsy Centre,Dept. Clinical Sciences,Lund,Sweden,221 00","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059848431","display_name":"Ashfaq Ahmad Najar","orcid":"https://orcid.org/0000-0003-2835-2772"},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashfaq Ahmad Najar","raw_affiliation_strings":["VIT Bhopal University,School of Computing Science and Engineering,Bhopal,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VIT Bhopal University,School of Computing Science and Engineering,Bhopal,India","institution_ids":["https://openalex.org/I464993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100720211","display_name":"Jos\u00e9 A. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-5531-8994"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose A. Gonzalez-Lopez","raw_affiliation_strings":["University of Granada,CITIC-UGR,Granada,Spain,18071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Granada,CITIC-UGR,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9462000131607056,"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/T10320","display_name":"Neural Networks and Applications","score":0.9462000131607056,"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/T10860","display_name":"Speech and Audio Processing","score":0.9132000207901001,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.902899980545044,"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":0.7558653354644775},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6563029885292053},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.49196311831474304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3898507058620453},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07391679286956787},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0559501051902771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558653354644775},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6563029885292053},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.49196311831474304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3898507058620453},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07391679286956787},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0559501051902771}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:digibug.ugr.es:10481/105969","is_oa":false,"landing_page_url":"https://hdl.handle.net/10481/105969","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"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":"preprint"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1488659701","https://openalex.org/W1596990491","https://openalex.org/W2023969516","https://openalex.org/W2028664989","https://openalex.org/W2074428136","https://openalex.org/W2094947149","https://openalex.org/W2097117768","https://openalex.org/W2110015077","https://openalex.org/W2149768999","https://openalex.org/W2169866873","https://openalex.org/W2191779130","https://openalex.org/W2536037615","https://openalex.org/W2913144232","https://openalex.org/W2914315283","https://openalex.org/W2940585064","https://openalex.org/W2963608065","https://openalex.org/W2966745778","https://openalex.org/W3083438180","https://openalex.org/W3180220247","https://openalex.org/W3198757239","https://openalex.org/W4286462232","https://openalex.org/W4296545157","https://openalex.org/W4308348295","https://openalex.org/W4316468787","https://openalex.org/W4382239589","https://openalex.org/W4386091044","https://openalex.org/W4394577281","https://openalex.org/W4400042106","https://openalex.org/W6787808163"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,58],"paper":[1],"introduces":[2],"a":[3,24],"novel":[4],"algorithm":[5],"designed":[6],"for":[7,28,124],"speech":[8,32,118],"synthesis":[9],"from":[10,49,76],"neural":[11,59,77,96,108],"activity":[12],"recordings":[13,51],"obtained":[14],"using":[15],"invasive":[16],"electroencephalography":[17],"(EEG)":[18],"techniques.":[19],"The":[20],"proposed":[21],"system":[22],"offers":[23],"promising":[25],"communication":[26],"solution":[27],"individuals":[29,116],"with":[30,52,117],"severe":[31],"impairments.":[33],"Central":[34],"to":[35,72,111],"our":[36,102],"approach":[37],"is":[38],"the":[39,45,105,122],"integration":[40],"of":[41,107],"time-frequency":[42],"features":[43],"in":[44,115,127],"high-gamma":[46],"band":[47],"computed":[48],"EEG":[50],"an":[53],"advanced":[54],"NeuroIncept":[55],"Decoder":[56],"architecture.":[57],"network":[60],"architecture":[61],"combines":[62],"Convolutional":[63],"Neural":[64],"Networks":[65],"(CNNs)":[66],"and":[67,88,120],"Gated":[68],"Recurrent":[69],"Units":[70],"(GRUs)":[71],"reconstruct":[73],"audio":[74],"spectrograms":[75],"patterns.":[78],"Our":[79],"model":[80],"demonstrates":[81],"robust":[82],"mean":[83],"correlation":[84],"coefficients":[85],"between":[86],"predicted":[87],"actual":[89],"spectrograms,":[90],"though":[91],"inter-subject":[92],"variability":[93],"indicates":[94],"distinct":[95],"processing":[97],"mechanisms":[98],"among":[99],"participants.":[100],"Overall,":[101],"study":[103],"highlights":[104],"potential":[106],"decoding":[109],"techniques":[110],"restore":[112],"communicative":[113],"abilities":[114],"disorders":[119],"paves":[121],"way":[123],"future":[125],"advancements":[126],"brain-computer":[128],"interface":[129],"technologies.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2025-10-10T00:00:00"}