{"id":"https://openalex.org/W4392904389","doi":"https://doi.org/10.1109/icassp48485.2024.10445835","title":"An Interpretable and Generalizable Speech Detector Based on a CNN-LSTM Framework","display_name":"An Interpretable and Generalizable Speech Detector Based on a CNN-LSTM Framework","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904389","doi":"https://doi.org/10.1109/icassp48485.2024.10445835"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445835","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10445835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04994672","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082354062","display_name":"Zijun Wan","orcid":"https://orcid.org/0009-0009-8857-7640"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210151160","display_name":"Grenoble Institute of Neurosciences","ror":"https://ror.org/04as3rk94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2738703131","https://openalex.org/I4210151160","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Zijun Wan","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China","INSERM, Grenoble Institute of Neuroscience, Univ Grenoble Alpes, Grenoble, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China","institution_ids":[]},{"raw_affiliation_string":"INSERM, Grenoble Institute of Neuroscience, Univ Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210151160","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077219221","display_name":"Yunying Wu","orcid":"https://orcid.org/0000-0002-4764-9216"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunying Wu","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102631477","display_name":"Mohamed Baha Ben Ticha","orcid":null},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210151160","display_name":"Grenoble Institute of Neurosciences","ror":"https://ror.org/04as3rk94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2738703131","https://openalex.org/I4210151160","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Baha Ben Ticha","raw_affiliation_strings":["Univ Grenoble Alpes,INSERM, Grenoble Institute of Neuroscience,Grenoble,France,U1216"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Grenoble Alpes,INSERM, Grenoble Institute of Neuroscience,Grenoble,France,U1216","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210151160","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001422722","display_name":"Ga\u00ebl Le Godais","orcid":null},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210151160","display_name":"Grenoble Institute of Neurosciences","ror":"https://ror.org/04as3rk94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2738703131","https://openalex.org/I4210151160","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ga\u00ebl Le Godais","raw_affiliation_strings":["Univ Grenoble Alpes,INSERM, Grenoble Institute of Neuroscience,Grenoble,France,U1216"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Grenoble Alpes,INSERM, Grenoble Institute of Neuroscience,Grenoble,France,U1216","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210151160","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086156844","display_name":"Philippe Kahane","orcid":"https://orcid.org/0000-0003-1330-3281"},"institutions":[{"id":"https://openalex.org/I2800555055","display_name":"Centre Hospitalier Universitaire de Grenoble","ror":"https://ror.org/041rhpw39","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I2800555055"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Kahane","raw_affiliation_strings":["CHU Grenoble Alpes,Department of Neurology,Grenoble,France","Department of Neurology, CHU Grenoble Alpes, Grenoble, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Grenoble Alpes,Department of Neurology,Grenoble,France","institution_ids":["https://openalex.org/I2800555055"]},{"raw_affiliation_string":"Department of Neurology, CHU Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I2800555055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087852701","display_name":"St\u00e9phan Chabard\u00e8s","orcid":"https://orcid.org/0000-0002-7930-1476"},"institutions":[{"id":"https://openalex.org/I2800555055","display_name":"Centre Hospitalier Universitaire de Grenoble","ror":"https://ror.org/041rhpw39","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I2800555055"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phan Chabard\u00e9s","raw_affiliation_strings":["CHU Grenoble Alpes,Department of Neurosurgery,Grenoble,France","Department of Neurosurgery, CHU Grenoble Alpes, Grenoble, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Grenoble Alpes,Department of Neurosurgery,Grenoble,France","institution_ids":["https://openalex.org/I2800555055"]},{"raw_affiliation_string":"Department of Neurosurgery, CHU Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I2800555055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357392","display_name":"Weidong Chen","orcid":"https://orcid.org/0000-0003-2774-2875"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weidong Chen","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009996306","display_name":"Shaomin Zhang","orcid":"https://orcid.org/0000-0001-6311-5946"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaomin Zhang","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies & Key Laboratory for Biomedical Engineering of Ministry of Education,Hangzhou,China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009901321","display_name":"Blaise Yvert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151160","display_name":"Grenoble Institute of Neurosciences","ror":"https://ror.org/04as3rk94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2738703131","https://openalex.org/I4210151160","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Blaise Yvert","raw_affiliation_strings":["Univ Grenoble Alpes,INSERM, Grenoble Institute of Neuroscience,Grenoble,France,U1216"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Grenoble Alpes,INSERM, Grenoble Institute of Neuroscience,Grenoble,France,U1216","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210151160","https://openalex.org/I899635006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5082354062"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210151160","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0347767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13231","last_page":"13235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9865999817848206,"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/T10320","display_name":"Neural Networks and Applications","score":0.9861000180244446,"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":0.745875895023346},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.710637092590332},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6364116072654724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5956471562385559},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5907840132713318},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5546850562095642},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5499963760375977},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5215458869934082},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.49734047055244446},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4944005012512207},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.46750128269195557},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4664470851421356},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.43771716952323914},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3880915641784668}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.745875895023346},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.710637092590332},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6364116072654724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5956471562385559},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5907840132713318},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5546850562095642},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5499963760375977},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5215458869934082},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.49734047055244446},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4944005012512207},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.46750128269195557},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4664470851421356},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.43771716952323914},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3880915641784668},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445835","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10445835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04994672v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04994672","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, France. pp.13231-13235, ⟨10.1109/ICASSP48485.2024.10445835⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04994672v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04994672","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, France. pp.13231-13235, ⟨10.1109/ICASSP48485.2024.10445835⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1142229451","display_name":null,"funder_award_id":"31371001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2121614283","display_name":null,"funder_award_id":"IDEX-02","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5386545050","display_name":null,"funder_award_id":"226-2023-00091","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5906965853","display_name":null,"funder_award_id":"DBS20140930785","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6059964893","display_name":null,"funder_award_id":"STI 2030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6138646257","display_name":"Development of a brain-computer interface for speech rehabilitation","funder_award_id":"ANR-16-CE19-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6825150759","display_name":null,"funder_award_id":"ANR-15-IDEX-02","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7026779332","display_name":null,"funder_award_id":"ANR-16-CE19-0005-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7924313420","display_name":"High-density cortical implants for cognitive neuroscience and rehabilitation of speech using brain-computer interfaces.","funder_award_id":"732032","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8246948352","display_name":null,"funder_award_id":"31371001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G994248709","display_name":null,"funder_award_id":"ANR-15-IDEX-02","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1984535857","https://openalex.org/W1996106930","https://openalex.org/W2554625447","https://openalex.org/W2742210132","https://openalex.org/W2801702694","https://openalex.org/W2964982538","https://openalex.org/W3013691153","https://openalex.org/W3016431169","https://openalex.org/W3025459212","https://openalex.org/W3095432487","https://openalex.org/W3119487542","https://openalex.org/W3161343553","https://openalex.org/W3178661765","https://openalex.org/W3180220247","https://openalex.org/W3198923947","https://openalex.org/W4205549622","https://openalex.org/W4206978609","https://openalex.org/W4223473856","https://openalex.org/W4224926216","https://openalex.org/W4286462232","https://openalex.org/W4294975026","https://openalex.org/W4296338923","https://openalex.org/W4308523455","https://openalex.org/W4313182760","https://openalex.org/W4322625799","https://openalex.org/W4386091044","https://openalex.org/W4386100600"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2106231951"],"abstract_inverted_index":{"Speech":[0],"brain-computer":[1],"interface":[2],"(speech":[3],"BCI)":[4],"aims":[5],"to":[6,57,71],"reconstruct":[7],"speech":[8,14,18,42,72,142,197],"from":[9],"recorded":[10],"brain":[11,62,102,185],"signals.":[12,103,186],"Real-time":[13],"BCI":[15],"relies":[16],"on":[17,65],"detection,":[19],"which":[20],"is":[21],"greatly":[22],"impacted":[23],"by":[24],"the":[25,59,66,76,85,91,98,105,116,172,190],"selection":[26],"of":[27,61,68,93,101,107,112,184,194],"speech-related":[28],"neural":[29,81,131],"frequency":[30,69,82,94,173],"features.":[31],"However,":[32],"most":[33],"studies":[34],"did":[35],"not":[36],"investigate":[37,58],"this":[38,45],"aspect":[39],"when":[40],"designing":[41],"detectors.":[43],"In":[44],"study,":[46],"both":[47,182],"electrocorticography":[48],"(ECoG)":[49],"dataset":[50,54],"and":[51,84,88,110,133,141,160,171,175,192],"stereo-electroencephalography":[52],"(sEEG)":[53],"were":[55,179],"utilized":[56],"impact":[60],"signal":[63,109,114],"type":[64],"contribution":[67],"bands":[70,83,95],"detection.":[73],"We":[74],"calculated":[75],"mutual":[77],"information":[78],"(MI)":[79],"between":[80,97,168],"audio":[86],"envelope":[87],"found":[89,167],"that":[90,128],"distributions":[92],"varied":[96],"two":[99],"types":[100,183],"Specifically,":[104],"40-60Hz":[106],"ECoG":[108],"0-20Hz":[111],"sEEG":[113],"got":[115],"highest":[117],"MI":[118,177],"values.":[119],"To":[120],"address":[121],"this,":[122],"we":[123],"propose":[124],"a":[125,163],"two-module":[126],"detector":[127,145],"combines":[129],"convolutional":[130],"networks":[132],"long":[134],"short-term":[135],"memory":[136],"(CNN-LSTM)":[137],"for":[138],"feature":[139],"extraction":[140],"prediction.":[143],"Our":[144],"outperformed":[146],"three":[147],"commonly":[148],"used":[149],"detectors,":[150],"including":[151],"Linear":[152],"discriminant":[153],"analysis":[154],"(LDA),":[155],"Support":[156],"Vector":[157],"Machine":[158],"(SVM),":[159],"LSTM.":[161],"Notably,":[162],"high":[164,176],"correlation":[165],"was":[166],"CNN":[169],"output":[170],"bands,":[174],"values":[178],"observed":[180],"in":[181],"These":[187],"findings":[188],"confirm":[189],"interpretability":[191],"generalizability":[193],"our":[195],"proposed":[196],"detector.":[198]},"counts_by_year":[],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}