{"id":"https://openalex.org/W4394577281","doi":"https://doi.org/10.1038/s42256-024-00824-8","title":"A neural speech decoding framework leveraging deep learning and speech synthesis","display_name":"A neural speech decoding framework leveraging deep learning and speech synthesis","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4394577281","doi":"https://doi.org/10.1038/s42256-024-00824-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/41799923"},"language":"en","primary_location":{"id":"doi:10.1038/s42256-024-00824-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s42256-024-00824-8","pdf_url":"https://www.nature.com/articles/s42256-024-00824-8.pdf","source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.nature.com/articles/s42256-024-00824-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053943810","display_name":"Xupeng Chen","orcid":"https://orcid.org/0009-0003-3519-1863"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I83041322","display_name":"Brooklyn College","ror":"https://ror.org/019k4jq75","country_code":"US","type":"education","lineage":["https://openalex.org/I83041322"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xupeng Chen","raw_affiliation_strings":["Electrical and Computer Engineering Department, New York University, Brooklyn, NY USA","Electrical and Computer Engineering Department, New York University, Brooklyn, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, New York University, Brooklyn, NY USA","institution_ids":["https://openalex.org/I83041322"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, New York University, Brooklyn, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115595561","display_name":"Ran Wang","orcid":"https://orcid.org/0000-0002-3606-3527"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I83041322","display_name":"Brooklyn College","ror":"https://ror.org/019k4jq75","country_code":"US","type":"education","lineage":["https://openalex.org/I83041322"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ran Wang","raw_affiliation_strings":["Electrical and Computer Engineering Department, New York University, Brooklyn, NY USA","Electrical and Computer Engineering Department, New York University, Brooklyn, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, New York University, Brooklyn, NY USA","institution_ids":["https://openalex.org/I83041322"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, New York University, Brooklyn, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013826136","display_name":"Amirhossein Khalilian-Gourtani","orcid":"https://orcid.org/0000-0003-1376-9583"},"institutions":[{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amirhossein Khalilian-Gourtani","raw_affiliation_strings":["Neurology Department, New York University, Manhattan, NY USA","Neurology Department, New York University, Manhattan, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-1376-9583","affiliations":[{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026314605","display_name":"Leyao Yu","orcid":"https://orcid.org/0009-0003-8998-1545"},"institutions":[{"id":"https://openalex.org/I138873065","display_name":"Long Island University","ror":"https://ror.org/0324fzh77","country_code":"US","type":"education","lineage":["https://openalex.org/I138873065"]},{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I83041322","display_name":"Brooklyn College","ror":"https://ror.org/019k4jq75","country_code":"US","type":"education","lineage":["https://openalex.org/I83041322"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leyao Yu","raw_affiliation_strings":["Biomedical Engineering Department, New York University, Brooklyn, NY USA","Neurology Department, New York University, Manhattan, NY USA","Neurology Department, New York University, Manhattan, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, New York University, Brooklyn, NY USA","institution_ids":["https://openalex.org/I83041322","https://openalex.org/I138873065"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000880079","display_name":"Patricia Dugan","orcid":"https://orcid.org/0000-0001-6199-1870"},"institutions":[{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patricia Dugan","raw_affiliation_strings":["Neurology Department, New York University, Manhattan, NY USA","Neurology Department, New York University, Manhattan, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071565453","display_name":"Daniel Friedman","orcid":"https://orcid.org/0000-0003-1068-1797"},"institutions":[{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Friedman","raw_affiliation_strings":["Neurology Department, New York University, Manhattan, NY USA","Neurology Department, New York University, Manhattan, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050227206","display_name":"Werner Doyle","orcid":"https://orcid.org/0000-0001-7138-9701"},"institutions":[{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Werner Doyle","raw_affiliation_strings":["Neurosurgery Department, New York University, Manhattan, NY USA","Neurosurgery Department, New York University, Manhattan, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurosurgery Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001041177","display_name":"Orrin Devinsky","orcid":"https://orcid.org/0000-0003-0044-4632"},"institutions":[{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Orrin Devinsky","raw_affiliation_strings":["Neurology Department, New York University, Manhattan, NY USA","Neurology Department, New York University, Manhattan, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319039","display_name":"Yao Wang","orcid":"https://orcid.org/0000-0003-3199-3802"},"institutions":[{"id":"https://openalex.org/I138873065","display_name":"Long Island University","ror":"https://ror.org/0324fzh77","country_code":"US","type":"education","lineage":["https://openalex.org/I138873065"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I83041322","display_name":"Brooklyn College","ror":"https://ror.org/019k4jq75","country_code":"US","type":"education","lineage":["https://openalex.org/I83041322"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Wang","raw_affiliation_strings":["Biomedical Engineering Department, New York University, Brooklyn, NY USA","Electrical and Computer Engineering Department, New York University, Brooklyn, NY USA","Biomedical Engineering Department, New York University, Brooklyn, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-3199-3802","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, New York University, Brooklyn, NY USA","institution_ids":["https://openalex.org/I83041322","https://openalex.org/I138873065"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, New York University, Brooklyn, NY USA","institution_ids":["https://openalex.org/I83041322"]},{"raw_affiliation_string":"Biomedical Engineering Department, New York University, Brooklyn, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071103955","display_name":"Adeen Flinker","orcid":"https://orcid.org/0000-0003-1247-1283"},"institutions":[{"id":"https://openalex.org/I138873065","display_name":"Long Island University","ror":"https://ror.org/0324fzh77","country_code":"US","type":"education","lineage":["https://openalex.org/I138873065"]},{"id":"https://openalex.org/I4210094902","display_name":"Manhattan Physical Medicine and Rehabilitation","ror":"https://ror.org/01g7wf911","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210094902"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I83041322","display_name":"Brooklyn College","ror":"https://ror.org/019k4jq75","country_code":"US","type":"education","lineage":["https://openalex.org/I83041322"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adeen Flinker","raw_affiliation_strings":["Biomedical Engineering Department, New York University, Brooklyn, NY USA","Neurology Department, New York University, Manhattan, NY USA","Neurology Department, New York University, Manhattan, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-1247-1283","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, New York University, Brooklyn, NY USA","institution_ids":["https://openalex.org/I83041322","https://openalex.org/I138873065"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY USA","institution_ids":["https://openalex.org/I4210094902"]},{"raw_affiliation_string":"Neurology Department, New York University, Manhattan, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5053943810"],"corresponding_institution_ids":["https://openalex.org/I57206974","https://openalex.org/I83041322"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":{"value":9750,"currency":"EUR","value_usd":11690},"fwci":21.1927,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":{"value":0.99559461,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"6","issue":"4","first_page":"467","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998999834060669,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998999834060669,"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":0.9998999834060669,"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/T11309","display_name":"Music and Audio Processing","score":0.9973999857902527,"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/decoding-methods","display_name":"Decoding methods","score":0.7238364815711975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6036913394927979},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5881840586662292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.426051527261734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2683972716331482},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10317987203598022}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7238364815711975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6036913394927979},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5881840586662292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.426051527261734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2683972716331482},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10317987203598022}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1038/s42256-024-00824-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s42256-024-00824-8","pdf_url":"https://www.nature.com/articles/s42256-024-00824-8.pdf","source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:41799923","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41799923","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature machine intelligence","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12965882","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12965882/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nat Mach Intell","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s42256-024-00824-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s42256-024-00824-8","pdf_url":"https://www.nature.com/articles/s42256-024-00824-8.pdf","source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4220592636","display_name":"CRCNS Research Proposal: Novel computational approaches for neural speech prostheses and causal dynamics of language processing","funder_award_id":"2309057","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8033304375","display_name":null,"funder_award_id":"IIS-1912286","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8819352215","display_name":null,"funder_award_id":"1912286","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4394577281.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1488659701","https://openalex.org/W1965248225","https://openalex.org/W1965940651","https://openalex.org/W1982624800","https://openalex.org/W2019183077","https://openalex.org/W2028664989","https://openalex.org/W2064675550","https://openalex.org/W2067295501","https://openalex.org/W2070597833","https://openalex.org/W2081020587","https://openalex.org/W2085439636","https://openalex.org/W2088432713","https://openalex.org/W2094947149","https://openalex.org/W2098611741","https://openalex.org/W2117808460","https://openalex.org/W2120847449","https://openalex.org/W2125514156","https://openalex.org/W2168961642","https://openalex.org/W2194775991","https://openalex.org/W2278011264","https://openalex.org/W2317919972","https://openalex.org/W2525632221","https://openalex.org/W2536037615","https://openalex.org/W2796176263","https://openalex.org/W2893673238","https://openalex.org/W2909141918","https://openalex.org/W2913994460","https://openalex.org/W2940585064","https://openalex.org/W2952609044","https://openalex.org/W2964202873","https://openalex.org/W2964982538","https://openalex.org/W2991284028","https://openalex.org/W3013691153","https://openalex.org/W3028375381","https://openalex.org/W3040046878","https://openalex.org/W3048859947","https://openalex.org/W3080629183","https://openalex.org/W3093377669","https://openalex.org/W3095432487","https://openalex.org/W3130062067","https://openalex.org/W3138516171","https://openalex.org/W3180220247","https://openalex.org/W3198923947","https://openalex.org/W3209059054","https://openalex.org/W4210261408","https://openalex.org/W4210592505","https://openalex.org/W4225307836","https://openalex.org/W4286462232","https://openalex.org/W4311759904","https://openalex.org/W4319063414","https://openalex.org/W4384817798","https://openalex.org/W4386091044","https://openalex.org/W4386100600","https://openalex.org/W4387526256","https://openalex.org/W6745481807","https://openalex.org/W6911346588","https://openalex.org/W6963150344"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W3203142394","https://openalex.org/W2478288626","https://openalex.org/W4391913857"],"abstract_inverted_index":{"Decoding":[0],"human":[1],"speech":[2,17,54,72,78,82,96,101,106,118,138,162,176],"from":[3,67,183],"neural":[4,36,53,156],"signals":[5,37,66],"is":[6,120,150],"essential":[7],"for":[8,152],"brain-computer":[9],"interface":[10],"(BCI)":[11],"technologies":[12],"that":[13,57,62,80,133],"aim":[14],"to":[15,84,103,108,145,175],"restore":[16],"in":[18,163,178],"populations":[19],"with":[20,38,139,165,180],"neurological":[21],"deficits.":[22],"However,":[23],"it":[24],"remains":[25],"a":[26,49,75,89,95,124],"highly":[27,121],"challenging":[28],"task,":[29],"compounded":[30],"by":[31,154],"the":[32,68,99,110],"scarce":[33],"availability":[34],"of":[35,94,126],"corresponding":[39],"speech,":[40],"data":[41],"complexity":[42],"and":[43,74,98,119],"high":[44,140],"dimensionality.":[45],"Here":[46],"we":[47,159],"present":[48],"novel":[50,76],"deep":[51],"learning-based":[52],"decoding":[55],"framework":[56,115],"includes":[58],"an":[59],"ECoG":[60,111],"decoder":[61,112],"translates":[63],"electrocorticographic":[64],"(ECoG)":[65],"cortex":[69],"into":[70],"interpretable":[71],"parameters":[73,83,107],"differentiable":[77],"synthesizer":[79,102],"maps":[81],"spectrograms.":[85],"We":[86],"have":[87],"developed":[88],"companion":[90],"speech-to-speech":[91],"auto-encoder":[92],"consisting":[93],"encoder":[97],"same":[100],"generate":[104],"reference":[105],"facilitate":[109],"training.":[113],"This":[114],"generates":[116],"natural-sounding":[117],"reproducible":[122],"across":[123],"cohort":[125],"48":[127],"participants.":[128],"Our":[129],"experimental":[130],"results":[131],"show":[132],"our":[134],"models":[135],"can":[136],"decode":[137,161],"correlation,":[141],"even":[142],"when":[143],"limited":[144],"only":[146],"causal":[147],"operations,":[148],"which":[149,172],"necessary":[151],"adoption":[153],"real-time":[155],"prostheses.":[157],"Finally,":[158],"successfully":[160],"participants":[164],"either":[166],"left":[167,184],"or":[168],"right":[169],"hemisphere":[170,185],"coverage,":[171],"could":[173],"lead":[174],"prostheses":[177],"patients":[179],"deficits":[181],"resulting":[182],"damage.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":44},{"year":2024,"cited_by_count":10}],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}