IIST BCI Dataset-3 for 100 Malayalam Words

Citation Author(s):
Parvathy
S S
A. J College of Science and Technology, Thonnakkal
Nancy
Sunil
A. J College of Science and Technology, Thonnakkal
Shubham
Tayade
Indian Institute of Space Science and Technology(IIST), Thiruvananthapuram
Chittaloori
Likhitha
Chhattisgarh Swami Vivekanand Technical University, Bhilai, Chhattisgarh
S.
Sumitra
Indian Institute of Space Science and Technology(IIST), Thiruvananthapuram
B. S.
Manoj
Indian Institute of Space Science and Technology(IIST), Thiruvananthapuram
Submitted by:
PARVATHY S
Last updated:
Thu, 05/09/2024 - 05:07
DOI:
10.21227/wa4h-cr10
Data Format:
.txt
License:
Creative Commons Attribution
2751 Views
Categories:
Signal Processing
Machine Learning
Biomedical and Health Sciences
Neuroscience
Brain
Keywords:
Open BCI, Malayalam dataset, EEG, 10-20 System, Brain, neurodegenerative disease, classification
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Abstract 

This paper introduces a dataset capturing brain signals generated by the recognition of 100 Malayalam words, accompanied by their English translations. The dataset encompasses recordings acquired from both vocal and sub-vocal modalities for the Malayalam vocabulary. For the English equivalents, solely vocal signals were collected. This dataset is created to help Malayalam speaking patients with neuro-degenerative diseases. This dataset not only contributes to the advancement of braincomputer interface technology but also holds promise in fostering effective communication solutions for individuals with restricted verbal abilities.

Data Descriptor Article DOI: 
https://doi.org/10.36227/techrxiv.171259992.21826294/v1

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