EEG based direct speech BCI system using a fusion of SMRT and MFCC/LPCC features with ANN classifier
PP Mini, T Thomas, R Gopikakumari - Biomedical Signal Processing and …, 2021 - Elsevier
Brain computer interface (BCI) technology has a great deal of scientific interest with various
application systems. An advancement that is increasingly relevant in the BCI is …
application systems. An advancement that is increasingly relevant in the BCI is …
EM-CSP: an efficient multiclass common spatial pattern feature method for speech imagery EEG signals recognition
D Alizadeh, H Omranpour - Biomedical Signal Processing and Control, 2023 - Elsevier
Background Brain-computer interface (BCI) technology has many applications in various
scientific fields, such as used in communication (speech recognition). The data of imagery …
scientific fields, such as used in communication (speech recognition). The data of imagery …
Electroencephalogram (EEG) based imagined speech decoding and recognition
The recent investigations and advances in imagined speech decoding and recognition has
tremendously improved the decoding of speech directly from brain activity with the help of …
tremendously improved the decoding of speech directly from brain activity with the help of …
Towards Imagined Speech: Identification of Brain States from EEG Signals for BCI-based Communication Systems
MV Haresh, BS Begum - Behavioural Brain Research, 2024 - Elsevier
Background The electroencephalogram (EEG) based brain-computer interface (BCI) system
employing imagined speech serves as a mechanism for decoding EEG signals to facilitate …
employing imagined speech serves as a mechanism for decoding EEG signals to facilitate …
Classification of imagined speech of vowels from EEG signals using multi-headed CNNs feature fusion network
S Tiwari, S Goel, A Bhardwaj - Digital Signal Processing, 2024 - Elsevier
Brain-computer interface (BCI) provides a platform for humans to communicate using
Electroencephalogram (EEG) signals by converting them into commands that can be used …
Electroencephalogram (EEG) signals by converting them into commands that can be used …
Detection of Imagery Vowel Speech Using Deep Learning
J Patel, SA Umar - Advances in Energy Technology: Select Proceedings …, 2022 - Springer
The recent advances in brain–computer interface (BCI) systems have resulted in successful
implementations of multiple application domains using different paradigms. The imaginary …
implementations of multiple application domains using different paradigms. The imaginary …
Towards Imagined Speech: Identification of Brain States from Eeg Signals for Bci-Based Communication Systems
H MV, DS Begum - Available at SSRN 4878785 - papers.ssrn.com
Background: The electroencephalogram (EEG) based brain-computer interface (BCI) system
employing imagined speech serves as a mechanism for decoding EEG signals to facilitate …
employing imagined speech serves as a mechanism for decoding EEG signals to facilitate …