{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,7]],"date-time":"2026-06-07T20:58:21Z","timestamp":1780865901478,"version":"3.54.1"},"reference-count":85,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T00:00:00Z","timestamp":1772150400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100011033","name":"Agencia Estatal de Investigaci\u00f3n","doi-asserted-by":"publisher","award":["PID2022-141378OB-C22"],"award-info":[{"award-number":["PID2022-141378OB-C22"]}],"id":[{"id":"10.13039\/501100011033","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100006393","name":"Universidad de Granada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100006393","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computer Speech &amp; Language"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1016\/j.csl.2026.101964","type":"journal-article","created":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T07:17:33Z","timestamp":1771658253000},"page":"101964","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["UGR-MINDVOICE: A multimodal EEG-audio dataset for overt and covert Iberian Spanish speech production"],"prefix":"10.1016","volume":"100","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-5412-4623","authenticated-orcid":false,"given":"Ibon","family":"Vales Cortina","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0961-0046","authenticated-orcid":false,"given":"Owais Mujtaba","family":"Khanday","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5117-1094","authenticated-orcid":false,"given":"Marc","family":"Ouellet","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1686-2401","authenticated-orcid":false,"given":"Jos\u00e9 L.","family":"P\u00e9rez-C\u00f3rdoba","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2020-9015","authenticated-orcid":false,"given":"Pablo","family":"Rodr\u00edguez-San Esteban","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2523-3746","authenticated-orcid":false,"given":"Laura","family":"Miccoli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2343-5539","authenticated-orcid":false,"given":"Alberto","family":"Gald\u00f3n","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4671-2882","authenticated-orcid":false,"given":"Gonzalo","family":"Olivares Granados","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5531-8994","authenticated-orcid":false,"given":"Jose A.","family":"Gonzalez-Lopez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"6","key":"10.1016\/j.csl.2026.101964_b1","doi-asserted-by":"crossref","first-page":"649","DOI":"10.3390\/bioengineering10060649","article-title":"Imagined speech classification using EEG and deep learning","volume":"10","author":"Abdulghani","year":"2023","journal-title":"Bioengineering"},{"issue":"6","key":"10.1016\/j.csl.2026.101964_b2","doi-asserted-by":"crossref","first-page":"731","DOI":"10.1080\/13803390802488103","article-title":"The Hatfield image test (HIT): A new picture test and norms for experimental and clinical use","volume":"31","author":"Adlington","year":"2009","journal-title":"J. Clin. Exp. Neuropsychol."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b3","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1093\/scan\/nsv094","article-title":"The brain\u2019s conversation with itself: neural substrates of dialogic inner speech","volume":"11","author":"Alderson-Day","year":"2015","journal-title":"Soc. Cogn. Affect. Neurosci."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b4","doi-asserted-by":"crossref","first-page":"9617","DOI":"10.1038\/s41598-024-60277-2","article-title":"Online speech synthesis using a chronically implanted brain\u2013computer interface in an individual with ALS","volume":"14","author":"Angrick","year":"2024","journal-title":"Sci. Rep."},{"issue":"7753","key":"10.1016\/j.csl.2026.101964_b5","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1038\/s41586-019-1119-1","article-title":"Speech synthesis from neural decoding of spoken sentences","volume":"568","author":"Anumanchipalli","year":"2019","journal-title":"Nature"},{"key":"10.1016\/j.csl.2026.101964_b6","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1007\/BF00313105","article-title":"Varieties of the locked-in syndrome","volume":"221","author":"Bauer","year":"1979","journal-title":"J. Neurol."},{"key":"10.1016\/j.csl.2026.101964_b7","series-title":"Augmentative and alternative communication: supporting children and adults with complex communication needs","author":"Beukelman","year":"2020"},{"key":"10.1016\/j.csl.2026.101964_b8","doi-asserted-by":"crossref","first-page":"16","DOI":"10.3389\/fninf.2015.00016","article-title":"The PREP pipeline: standardized preprocessing for large-scale EEG analysis","volume":"9","author":"Bigdely-Shamlo","year":"2015","journal-title":"Front. Neuroinformatics"},{"issue":"3","key":"10.1016\/j.csl.2026.101964_b9","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1113\/jphysiol.2006.125633","article-title":"Brain\u2013computer interfaces: communication and restoration of movement in paralysis","volume":"579","author":"Birbaumer","year":"2007","journal-title":"J. Physiol."},{"issue":"5","key":"10.1016\/j.csl.2026.101964_b10","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0010773","article-title":"The bank of standardized stimuli (BOSS), a new set of 480 normative photos of objects to be used as visual stimuli in cognitive research","volume":"5","author":"Brodeur","year":"2010","journal-title":"PloS One"},{"issue":"9","key":"10.1016\/j.csl.2026.101964_b11","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0106953","article-title":"Bank of standardized stimuli (BOSS) phase II: 930 new normative photos","volume":"9","author":"Brodeur","year":"2014","journal-title":"PloS One"},{"issue":"4","key":"10.1016\/j.csl.2026.101964_b12","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1016\/j.specom.2010.01.001","article-title":"Brain-Computer Interfaces for Speech Communication.","volume":"52","author":"Brumberg","year":"2010","journal-title":"Speech Commun."},{"issue":"7","key":"10.1016\/j.csl.2026.101964_b13","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1056\/NEJMoa2314132","article-title":"An accurate and rapidly calibrating speech neuroprosthesis","volume":"391","author":"Card","year":"2024","journal-title":"N. Engl. J. Med."},{"issue":"7","key":"10.1016\/j.csl.2026.101964_b14","doi-asserted-by":"crossref","first-page":"654","DOI":"10.1056\/NEJMe2407363","article-title":"Brain\u2013computer interfaces for restoring communication","volume":"391","author":"Chang","year":"2024","journal-title":"N. Engl. J. Med."},{"key":"10.1016\/j.csl.2026.101964_b15","series-title":"12th International Symposium on Medical Information Processing and Analysis","article-title":"Open access database of EEG signals recorded during imagined speech","volume":"10160","author":"Coretto","year":"2017"},{"key":"10.1016\/j.csl.2026.101964_b16","series-title":"2023 IEEE International Conference on Acoustics, Speech and Signal Processing","first-page":"1","article-title":"DAIS: The Delft database of EEG recordings of dutch articulated and imagined speech","author":"Dekker","year":"2023"},{"issue":"2","key":"10.1016\/j.csl.2026.101964_b17","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1002\/hbm.10010","article-title":"Cortical sources of the early components of the visual evoked potential","volume":"15","author":"Di Russo","year":"2002","journal-title":"Hum. Brain Mapp."},{"issue":"2","key":"10.1016\/j.csl.2026.101964_b18","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1109\/86.847808","article-title":"The mental prosthesis: assessing the speed of a P300-based brain-computer interface","volume":"8","author":"Donchin","year":"2000","journal-title":"IEEE Trans. Rehabil. Eng."},{"key":"10.1016\/j.csl.2026.101964_b19","series-title":"Motor speech disorders: Substrates, differential diagnosis, and management","author":"Duffy","year":"2019"},{"issue":"10","key":"10.1016\/j.csl.2026.101964_b20","doi-asserted-by":"crossref","first-page":"3071","DOI":"10.1093\/brain\/awr232","article-title":"The neural correlates of inner speech defined by voxel-based lesion\u2013symptom mapping","volume":"134","author":"Geva","year":"2011","journal-title":"Brain"},{"key":"10.1016\/j.csl.2026.101964_b21","doi-asserted-by":"crossref","first-page":"177995","DOI":"10.1109\/ACCESS.2020.3026579","article-title":"Silent speech interfaces for speech restoration: A review","volume":"8","author":"Gonzalez-Lopez","year":"2020","journal-title":"IEEE Access"},{"issue":"6","key":"10.1016\/j.csl.2026.101964_b22","doi-asserted-by":"crossref","first-page":"999","DOI":"10.1162\/NECO_a_00838","article-title":"Electroencephalographic motor imagery brain connectivity analysis for BCI: a review","volume":"28","author":"Hamedi","year":"2016","journal-title":"Neural Comput."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b23","doi-asserted-by":"crossref","first-page":"1664","DOI":"10.1038\/s41597-025-05957-y","article-title":"CIRE: A Chinese EEG dataset for decoding speech intention modulated by prosodic emotion","volume":"12","author":"He","year":"2025","journal-title":"Sci. Data"},{"issue":"4","key":"10.1016\/j.csl.2026.101964_b24","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1080\/146608202760839009","article-title":"Subjective experience and coping in ALS","volume":"3","author":"Hecht","year":"2002","journal-title":"Amyotroph. Lateral Scler. Other Mot. Neuron Disord."},{"key":"10.1016\/j.csl.2026.101964_b25","doi-asserted-by":"crossref","first-page":"217","DOI":"10.3389\/fnins.2015.00217","article-title":"Brain-to-text: decoding spoken phrases from phone representations in the brain","volume":"9","author":"Herff","year":"2015","journal-title":"Front. Neurosci."},{"issue":"5","key":"10.1016\/j.csl.2026.101964_b26","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1038\/nrn2113","article-title":"The cortical organization of speech processing","volume":"8","author":"Hickok","year":"2007","journal-title":"Nature Rev. Neurosci."},{"issue":"1\u20132","key":"10.1016\/j.csl.2026.101964_b27","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/j.cognition.2002.06.001","article-title":"The spatial and temporal signatures of word production components","volume":"92","author":"Indefrey","year":"2004","journal-title":"Cognition"},{"key":"10.1016\/j.csl.2026.101964_b28","doi-asserted-by":"crossref","DOI":"10.3389\/fnhum.2022.898300","article-title":"2020 international brain\u2013computer interface competition: A review","volume":"16","author":"Jeong","year":"2022","journal-title":"Front. Hum. Neurosci."},{"key":"10.1016\/j.csl.2026.101964_b29","doi-asserted-by":"crossref","DOI":"10.1016\/j.patcog.2024.110726","article-title":"A novel hybrid decoding neural network for EEG signal representation","volume":"155","author":"Ji","year":"2024","journal-title":"Pattern Recognit."},{"issue":"8","key":"10.1016\/j.csl.2026.101964_b30","first-page":"3780","article-title":"Left-handers are less lateralized than right-handers for both left and right hemispheric functions","volume":"31","author":"Johnstone","year":"2021","journal-title":"Cerebral Cortex"},{"issue":"12","key":"10.1016\/j.csl.2026.101964_b31","doi-asserted-by":"crossref","first-page":"8406","DOI":"10.1111\/ejn.14992","article-title":"Identifying key factors for improving ICA-based decomposition of EEG data in mobile and stationary experiments","volume":"54","author":"Klug","year":"2021","journal-title":"Eur. J. Neurosci."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b32","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1080\/07434618.2018.1556730","article-title":"New and emerging access technologies for adults with complex communication needs and severe motor impairments: State of the science","volume":"35","author":"Koch Fager","year":"2019","journal-title":"Augment. Altern. Commun."},{"key":"10.1016\/j.csl.2026.101964_b33","doi-asserted-by":"crossref","first-page":"IMAG.a.136","DOI":"10.1162\/IMAG.a.136","article-title":"The Lab Streaming Layer for synchronized multimodal recording","volume":"3","author":"Kothe","year":"2025","journal-title":"Imaging Neurosci."},{"issue":"11","key":"10.1016\/j.csl.2026.101964_b34","doi-asserted-by":"crossref","first-page":"2658","DOI":"10.1016\/j.clinph.2008.06.019","article-title":"Brain\u2013computer interfaces and communication in paralysis: Extinction of goal directed thinking in completely paralysed patients?","volume":"119","author":"K\u00fcbler","year":"2008","journal-title":"Clin. Neurophysiol."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b35","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/s00779-017-1083-4","article-title":"Envisioned speech recognition using EEG sensors","volume":"22","author":"Kumar","year":"2018","journal-title":"Pers. Ubiquitous Comput."},{"key":"10.1016\/j.csl.2026.101964_b36","doi-asserted-by":"crossref","DOI":"10.3389\/fninf.2023.1306277","article-title":"Evaluation of an english language phoneme-based imagined speech brain computer interface with low-cost electroencephalography","volume":"17","author":"LaRocco","year":"2023","journal-title":"Front. Neuroinformatics"},{"issue":"5","key":"10.1016\/j.csl.2026.101964_b37","doi-asserted-by":"crossref","DOI":"10.1088\/1741-2552\/aace8c","article-title":"Eegnet: a compact convolutional neural network for EEG-based brain\u2013computer interfaces","volume":"15","author":"Lawhern","year":"2018","journal-title":"J. Neural Eng."},{"issue":"9","key":"10.1016\/j.csl.2026.101964_b38","doi-asserted-by":"crossref","first-page":"536","DOI":"10.1016\/j.tins.2006.07.004","article-title":"Brain\u2013machine interfaces: past, present and future","volume":"29","author":"Lebedev","year":"2006","journal-title":"Trends Neurosci."},{"issue":"17","key":"10.1016\/j.csl.2026.101964_b39","first-page":"1","article-title":"Imbalanced-learn: A Python toolbox to tackle the curse of imbalanced datasets in machine learning","volume":"18","author":"Lema\u00eetre","year":"2017","journal-title":"J. Mach. Learn. Res."},{"key":"10.1016\/j.csl.2026.101964_b40","first-page":"1","article-title":"A streaming brain-to-voice neuroprosthesis to restore naturalistic communication","author":"Littlejohn","year":"2025","journal-title":"Nature Neurosci."},{"key":"10.1016\/j.csl.2026.101964_b41","doi-asserted-by":"crossref","DOI":"10.3389\/fnhum.2022.867281","article-title":"A state-of-the-art review of EEG-based imagined speech decoding","volume":"16","author":"Lopez-Bernal","year":"2022","journal-title":"Front. Hum. Neurosci."},{"key":"10.1016\/j.csl.2026.101964_b42","series-title":"An Introduction to the Event-Related Potential Technique","author":"Luck","year":"2014"},{"key":"10.1016\/j.csl.2026.101964_b43","doi-asserted-by":"crossref","first-page":"14","DOI":"10.3389\/fneng.2014.00014","article-title":"Decoding spectrotemporal features of overt and covert speech from the human cortex","volume":"7","author":"Martin","year":"2014","journal-title":"Front. Neuroeng."},{"key":"10.1016\/j.csl.2026.101964_b44","series-title":"Proceedings of the 14th Python in Science Conference","doi-asserted-by":"crossref","first-page":"18","DOI":"10.25080\/Majora-7b98e3ed-003","article-title":"Librosa: Audio and music signal analysis in python","volume":"8","author":"McFee","year":"2015"},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b45","doi-asserted-by":"crossref","first-page":"1513","DOI":"10.1038\/s41597-025-05387-w","article-title":"ArEEG: an open-access arabic inner speech EEG dataset","volume":"12","author":"Metwalli","year":"2025","journal-title":"Sci. Data"},{"issue":"7976","key":"10.1016\/j.csl.2026.101964_b46","doi-asserted-by":"crossref","first-page":"1037","DOI":"10.1038\/s41586-023-06443-4","article-title":"A high-performance neuroprosthesis for speech decoding and avatar control","volume":"620","author":"Metzger","year":"2023","journal-title":"Nature"},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b47","doi-asserted-by":"crossref","first-page":"6510","DOI":"10.1038\/s41467-022-33611-3","article-title":"Generalizable spelling using a speech neuroprosthesis in an individual with severe limb and vocal paralysis","volume":"13","author":"Metzger","year":"2022","journal-title":"Nat. Commun."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b48","doi-asserted-by":"crossref","first-page":"1017","DOI":"10.1038\/s41597-025-05187-2","article-title":"An open-access EEG dataset for speech decoding: Exploring the role of articulation and coarticulation","volume":"12","author":"Moreira","year":"2025","journal-title":"Sci. Data"},{"issue":"5","key":"10.1016\/j.csl.2026.101964_b49","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0037527","article-title":"An ecological alternative to Snodgrass & Vanderwart: 360 high quality colour images with norms for seven psycholinguistic variables","volume":"7","author":"Moreno-Mart\u00ednez","year":"2012","journal-title":"PLoS One"},{"issue":"3","key":"10.1016\/j.csl.2026.101964_b50","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1056\/NEJMoa2027540","article-title":"Neuroprosthesis for decoding speech in a paralyzed person with anarthria","volume":"385","author":"Moses","year":"2021","journal-title":"N. Engl. J. Med."},{"key":"10.1016\/j.csl.2026.101964_b51","doi-asserted-by":"crossref","first-page":"138","DOI":"10.3389\/fnhum.2013.00138","article-title":"High-frequency brain activity and muscle artifacts in MEG\/EEG: a review and recommendations","volume":"7","author":"Muthukumaraswamy","year":"2013","journal-title":"Front. Hum. Neurosci."},{"issue":"4","key":"10.1016\/j.csl.2026.101964_b52","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1111\/j.1469-8986.1987.tb00311.x","article-title":"The N1 wave of the human electric and magnetic response to sound: a review and an analysis of the component structure","volume":"24","author":"N\u00e4\u00e4t\u00e4nen","year":"1987","journal-title":"Psychophysiology"},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b53","doi-asserted-by":"crossref","DOI":"10.1088\/1741-2552\/aa8235","article-title":"Inferring imagined speech using EEG signals: a new approach using Riemannian manifold features","volume":"15","author":"Nguyen","year":"2017","journal-title":"J. Neural Eng."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b54","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/0028-3932(71)90067-4","article-title":"The assessment and analysis of handedness: the Edinburgh inventory","volume":"9","author":"Oldfield","year":"1971","journal-title":"Neuropsychologia"},{"key":"10.1016\/j.csl.2026.101964_b55","doi-asserted-by":"crossref","DOI":"10.3389\/fnins.2021.642251","article-title":"Decoding covert speech from EEG - A comprehensive review","volume":"15","author":"Panachakel","year":"2021","journal-title":"Front. Neurosci."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b56","doi-asserted-by":"crossref","first-page":"195","DOI":"10.3758\/s13428-018-01193-y","article-title":"PsychoPy2: Experiments in behavior made easy","volume":"51","author":"Peirce","year":"2019","journal-title":"Behav. Res. Methods"},{"key":"10.1016\/j.csl.2026.101964_b57","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1016\/j.bbr.2013.12.034","article-title":"What is that little voice inside my head? Inner speech phenomenology, its role in cognitive performance, and its relation to self-monitoring","volume":"261","author":"Perrone-Bertolotti","year":"2014","journal-title":"Behav. Brain Res."},{"issue":"7","key":"10.1016\/j.csl.2026.101964_b58","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.1109\/5.939829","article-title":"Motor imagery and direct brain-computer communication","volume":"89","author":"Pfurtscheller","year":"2001","journal-title":"Proc. IEEE"},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b59","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1186\/1475-925X-10-31","article-title":"Alternative communication systems for people with severe motor disabilities: a survey","volume":"10","author":"Pinheiro","year":"2011","journal-title":"BioMedical Eng. OnLine"},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b60","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1038\/s41467-021-27725-3","article-title":"Imagined speech can be decoded from low-and cross-frequency intracranial EEG features","volume":"13","author":"Proix","year":"2022","journal-title":"Nat. Commun."},{"issue":"4","key":"10.1016\/j.csl.2026.101964_b61","doi-asserted-by":"crossref","DOI":"10.1088\/1741-2552\/ace73f","article-title":"Relating EEG to continuous speech using deep neural networks: a review","volume":"20","author":"Puffay","year":"2023","journal-title":"J. Neural Eng."},{"key":"10.1016\/j.csl.2026.101964_b62","series-title":"2022 IEEE International Conference on Systems, Man, and Cybernetics","first-page":"2650","article-title":"Improving silent speech BCI training procedures through transfer from overt to silent speech","author":"Rekrut","year":"2022"},{"key":"10.1016\/j.csl.2026.101964_b63","series-title":"Corpes XXI (version 1.1)","author":"Royal Spanish Academy","year":"2024"},{"key":"10.1016\/j.csl.2026.101964_b64","doi-asserted-by":"crossref","first-page":"2498","DOI":"10.3758\/s13428-018-1028-5","article-title":"Picture perfect: A stimulus set of 225 pairs of matched clipart and photographic images normed by mechanical turk and laboratory participants","volume":"50","author":"Saryazdi","year":"2018","journal-title":"Behav. Res. Methods"},{"key":"10.1016\/j.csl.2026.101964_b65","series-title":"Scaling law in neural data: Non-invasive speech decoding with 175 hours of EEG data","author":"Sato","year":"2024"},{"issue":"08","key":"10.1016\/j.csl.2026.101964_b66","doi-asserted-by":"crossref","DOI":"10.1142\/S0129065717500332","article-title":"Online EEG classification of covert speech for brain\u2013computer interfacing","volume":"27","author":"Sereshkeh","year":"2017","journal-title":"Int. J. Neural Syst."},{"issue":"7","key":"10.1016\/j.csl.2026.101964_b67","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1038\/s41583-024-00819-9","article-title":"The speech neuroprosthesis","volume":"25","author":"Silva","year":"2024","journal-title":"Nature Rev. Neurosci."},{"issue":"8","key":"10.1016\/j.csl.2026.101964_b68","doi-asserted-by":"crossref","first-page":"977","DOI":"10.1038\/s41551-024-01207-5","article-title":"A bilingual speech neuroprosthesis driven by cortical articulatory representations shared between languages","volume":"8","author":"Silva","year":"2024","journal-title":"Nat. Biomed. Eng."},{"issue":"2","key":"10.1016\/j.csl.2026.101964_b69","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/S1364-6613(00)01813-1","article-title":"Independent component analysis: an introduction","volume":"6","author":"Stone","year":"2002","journal-title":"Trends Cogn. Sci."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b70","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/0745-7138(92)90045-7","article-title":"The brain response interface: communication through visually-induced electrical brain responses","volume":"15","author":"Sutter","year":"1992","journal-title":"J. Microcomput. Appl."},{"key":"10.1016\/j.csl.2026.101964_b71","series-title":"Audacity (version 3.5.1) [computer software]","author":"team","year":"2024"},{"issue":"7","key":"10.1016\/j.csl.2026.101964_b72","doi-asserted-by":"crossref","first-page":"1020","DOI":"10.1162\/jocn_a_00381","article-title":"The effect of imagination on stimulation: the functional specificity of efference copies in speech processing","volume":"25","author":"Tian","year":"2013","journal-title":"J. Cogn. Neurosci."},{"key":"10.1016\/j.csl.2026.101964_b73","series-title":"Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers","first-page":"173","article-title":"The effects of word prediction on communication rate for AAC","author":"Trnka","year":"2007"},{"issue":"7","key":"10.1016\/j.csl.2026.101964_b74","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1056\/NEJMoa2314598","article-title":"Longevity of a brain\u2013computer interface for amyotrophic lateral sclerosis","volume":"391","author":"Vansteensel","year":"2024","journal-title":"N. Engl. J. Med."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b75","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1038\/s41597-022-01542-9","article-title":"Dataset of speech production in intracranial electroencephalography","volume":"9","author":"Verwoert","year":"2022","journal-title":"Sci. Data"},{"issue":"8075","key":"10.1016\/j.csl.2026.101964_b76","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1038\/s41586-025-09127-3","article-title":"An instantaneous voice-synthesis neuroprosthesis","volume":"644","author":"Wairagkar","year":"2025","journal-title":"Nature"},{"issue":"6","key":"10.1016\/j.csl.2026.101964_b77","doi-asserted-by":"crossref","first-page":"80","DOI":"10.2307\/3001968","article-title":"Individual comparisons by ranking methods","volume":"1","author":"Wilcoxon","year":"1945","journal-title":"Biom. Bull."},{"issue":"7976","key":"10.1016\/j.csl.2026.101964_b78","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1038\/s41586-023-06377-x","article-title":"A high-performance speech neuroprosthesis","volume":"620","author":"Willett","year":"2023","journal-title":"Nature"},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b79","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1038\/s41597-023-02287-9","article-title":"EEG-based BCI dataset of semantic concepts for imagination and perception tasks","volume":"10","author":"Wilson","year":"2023","journal-title":"Sci. Data"},{"issue":"6","key":"10.1016\/j.csl.2026.101964_b80","doi-asserted-by":"crossref","first-page":"767","DOI":"10.1016\/S1388-2457(02)00057-3","article-title":"Brain\u2013computer interfaces for communication and control","volume":"113","author":"Wolpaw","year":"2002","journal-title":"Clin. Neurophysiol."},{"issue":"8","key":"10.1016\/j.csl.2026.101964_b81","doi-asserted-by":"crossref","first-page":"2031","DOI":"10.3758\/BF03196680","article-title":"A brief introduction to the use of event-related potentials in studies of perception and attention","volume":"72","author":"Woodman","year":"2010","journal-title":"Atten. Percept., & Psychophys."},{"issue":"3","key":"10.1016\/j.csl.2026.101964_b82","doi-asserted-by":"crossref","first-page":"196","DOI":"10.3390\/brainsci14030196","article-title":"Adaptive LDA classifier enhances real-time control of an EEG brain\u2013computer interface for decoding imagined syllables","volume":"14","author":"Wu","year":"2024","journal-title":"Brain Sci."},{"key":"10.1016\/j.csl.2026.101964_b83","doi-asserted-by":"crossref","first-page":"175","DOI":"10.3389\/fnins.2016.00175","article-title":"Decoding of covert vowel articulation using electroencephalography cortical currents","volume":"10","author":"Yoshimura","year":"2016","journal-title":"Front. Neurosci."},{"issue":"1","key":"10.1016\/j.csl.2026.101964_b84","doi-asserted-by":"crossref","first-page":"1265","DOI":"10.1038\/s41597-024-04114-1","article-title":"CHISCO: An EEG-based BCI dataset for decoding of imagined speech","volume":"11","author":"Zhang","year":"2024","journal-title":"Sci. Data"},{"key":"10.1016\/j.csl.2026.101964_b85","series-title":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing","first-page":"992","article-title":"Classifying phonological categories in imagined and articulated speech","author":"Zhao","year":"2015"}],"updated-by":[{"DOI":"10.1016\/j.csl.2026.101982","type":"erratum","label":"Erratum","source":"publisher","updated":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T00:00:00Z","timestamp":1774224000000}},{"DOI":"10.1016\/j.csl.2026.101982","type":"erratum","label":"Erratum","source":"publisher","updated":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000}}],"container-title":["Computer Speech &amp; Language"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0885230826000276?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0885230826000276?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,6,7]],"date-time":"2026-06-07T19:59:10Z","timestamp":1780862350000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0885230826000276"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":85,"alternative-id":["S0885230826000276"],"URL":"https:\/\/doi.org\/10.1016\/j.csl.2026.101964","relation":{},"ISSN":["0885-2308"],"issn-type":[{"value":"0885-2308","type":"print"}],"subject":[],"published":{"date-parts":[[2026,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"UGR-MINDVOICE: A multimodal EEG-audio dataset for overt and covert Iberian Spanish speech production","name":"articletitle","label":"Article Title"},{"value":"Computer Speech & Language","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.csl.2026.101964","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"101964"}}