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An efficient deep learning approach for automatic speech recognition using EEG signals.

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Title: An efficient deep learning approach for automatic speech recognition using EEG signals.
Authors: Chinta B; Department of Information and Communication Engineering, Anna University, Chennai, India., Pampana M; Sasi Institute of Technology and Engineering, Tadepalligudem, India., M M; Saveetha Engineering College, Chennai, India.
Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2026 May; Vol. 29 (7), pp. 1652-1672. Date of Electronic Publication: 2025 Feb 16.
Publication Type: Journal Article
Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: An efficient deep learning approach for automatic speech recognition using EEG signals.
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  Data: <searchLink fieldCode="AU" term="%22Chinta+B%22">Chinta B</searchLink>; Department of Information and Communication Engineering, Anna University, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Pampana+M%22">Pampana M</searchLink>; Sasi Institute of Technology and Engineering, Tadepalligudem, India.<br /><searchLink fieldCode="AU" term="%22M+M%22">M M</searchLink>; Saveetha Engineering College, Chennai, India.
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  Data: <searchLink fieldCode="JN" term="%229802899%22">Computer methods in biomechanics and biomedical engineering</searchLink> [Comput Methods Biomech Biomed Engin] 2026 May; Vol. 29 (7), pp. 1652-1672. <i>Date of Electronic Publication: </i>2025 Feb 16.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Informa+Healthcare%22">Informa Healthcare </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9802899 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1476-8259 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210255842%22">10255842 </searchLink><i>NLM ISO Abbreviation: </i>Comput Methods Biomech Biomed Engin <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39957214
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      – Type: doi
        Value: 10.1080/10255842.2025.2456982
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      – Code: eng
        Text: English
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        StartPage: 1652
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      – TitleFull: An efficient deep learning approach for automatic speech recognition using EEG signals.
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            NameFull: Chinta B
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            NameFull: Pampana M
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            NameFull: M M
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            – D: 01
              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
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              Value: 1476-8259
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              Value: 29
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              Value: 7
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            – TitleFull: Computer methods in biomechanics and biomedical engineering
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