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Decoding Covert Speech From EEG-A Comprehensive Review

Frontiers in neuroscience, 2021-04, Vol.15, p.642251-642251

2021

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Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication

IEEE transactions on neural systems and rehabilitation engineering, 2020-12, Vol.28 (12), p.2647-2659

2020

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The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

NeuroImage (Orlando, Fla.), 2023-04, Vol.269, p.119913-119913, Article 119913

2023

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Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition

Pattern recognition letters, 2021-01, Vol.141, p.54-60

2021

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Opportunities, pitfalls and trade-offs in designing protocols for measuring the neural correlates of speech

Neuroscience and biobehavioral reviews, 2022-09, Vol.140, p.104783-104783, Article 104783

2022

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Recognition of grammatical class of imagined words from EEG signals using convolutional neural network

Neurocomputing (Amsterdam), 2021-11, Vol.465, p.301-309, Article 301

2021

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The use of intracranial recordings to decode human language: Challenges and opportunities

Brain and language, 2019-06, Vol.193, p.73-83

2019

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Intra-subject class-incremental deep learning approach for EEG-based imagined speech recognition

Biomedical signal processing and control, 2023-03, Vol.81, p.104433, Article 104433

2023

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Transfer learning in imagined speech EEG-based BCIs

Biomedical signal processing and control, 2019-04, Vol.50, p.151-157

2019

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Synchronization between overt speech envelope and EEG oscillations during imagined speech

Neuroscience research, 2020-04, Vol.153, p.48-55

2020

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Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signals

Biomedical signal processing and control, 2021-03, Vol.65, p.102351, Article 102351

2021

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EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral density

Biomedical signal processing and control, 2020-05, Vol.59, p.101899, Article 101899

2020

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Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Sensors (Basel, Switzerland), 2020-08, Vol.20 (16), p.4629

2020

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Sonification and textification: Proposing methods for classifying unspoken words from EEG signals

Biomedical signal processing and control, 2017-08, Vol.37, p.82-91

2017

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Silent EEG-Speech Recognition Using Convolutional and Recurrent Neural Network with 85% Accuracy of 9 Words Classification

Sensors (Basel, Switzerland), 2021-10, Vol.21 (20), p.6744

2021

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Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication

IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.1363-1374

2021

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Investigating the neural correlates of imagined speech: An EEG-based connectivity analysis

Digital signal processing, 2022-04, Vol.123, p.103435, Article 103435

2022

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Wavelet feature selection of audio and imagined/vocalized EEG signals for ANN based multimodal ASR system

Biomedical signal processing and control, 2021-01, Vol.63, p.102218, Article 102218

2021

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Electroencephalography-based imagined speech recognition using deep long short-term memory network

ETRI Journal, 2022, 44(4), , pp.672-685

2022

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Deep-Learning-Based BCI for Automatic Imagined Speech Recognition Using SPWVD

IEEE transactions on instrumentation and measurement, 2023, Vol.72, p.1-10

2023

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Implementing a fuzzy inference system in a multi-objective EEG channel selection model for imagined speech classification

Expert systems with applications, 2016-10, Vol.59, p.1-12

2016

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A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech

IEEE transactions on biomedical engineering, 2022-06, Vol.69 (6), p.1983-1994

2022

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Source Localization and Spectrum Analyzing of EEG in Stuttering State upon Dysfluent Utterances

Clinical EEG and neuroscience, 2024-05, Vol.55 (3), p.371

2024

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A State-of-the-Art Review of EEG-Based Imagined Speech Decoding

Frontiers in human neuroscience, 2022-04, Vol.16, p.867281-867281

2022

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A Spectrotemporal EEG Mapping Approach for Decoding Imagined Marathi Language Phonemes

Engineering, technology & applied science research, 2024-04, Vol.14 (2), p.13604-13610

2024

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Decoding Covert Speech From EEG-A Comprehensive Review

Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication

The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition

Opportunities, pitfalls and trade-offs in designing protocols for measuring the neural correlates of speech

Recognition of grammatical class of imagined words from EEG signals using convolutional neural network

The use of intracranial recordings to decode human language: Challenges and opportunities

Intra-subject class-incremental deep learning approach for EEG-based imagined speech recognition

Transfer learning in imagined speech EEG-based BCIs

Synchronization between overt speech envelope and EEG oscillations during imagined speech

Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signals

EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral density

Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Sonification and textification: Proposing methods for classifying unspoken words from EEG signals

Silent EEG-Speech Recognition Using Convolutional and Recurrent Neural Network with 85% Accuracy of 9 Words Classification

Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication

Investigating the neural correlates of imagined speech: An EEG-based connectivity analysis

Wavelet feature selection of audio and imagined/vocalized EEG signals for ANN based multimodal ASR system

Electroencephalography-based imagined speech recognition using deep long short-term memory network

Deep-Learning-Based BCI for Automatic Imagined Speech Recognition Using SPWVD

Implementing a fuzzy inference system in a multi-objective EEG channel selection model for imagined speech classification

A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech

Source Localization and Spectrum Analyzing of EEG in Stuttering State upon Dysfluent Utterances

A State-of-the-Art Review of EEG-Based Imagined Speech Decoding

A Spectrotemporal EEG Mapping Approach for Decoding Imagined Marathi Language Phonemes

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