Lorenz Diener, Mehrdad Roustay Vishkasougheh, Tanja Schultz
Reference:
CSL-EMG_Array: An Open Access Corpus for EMG-to-Speech Conversion (Lorenz Diener, Mehrdad Roustay Vishkasougheh, Tanja Schultz), at INTERSPEECH 2020 - 21st Annual Conference of the International Speech Communication Association, September 2020
Bibtex Entry:
@inproceedings{diener2020csl,
title = {{CSL-EMG\_Array}: An Open Access Corpus for EMG-to-Speech Conversion},
author = {Diener, Lorenz and Roustay Vishkasougheh, Mehrdad and Schultz, Tanja},
year = 2020,
month = sep,
booktitle = {{INTERSPEECH} 2020 - 21st Annual Conference of the International Speech
Communication Association},
video = {https://www.youtube.com/watch?v=houE7c2zEko},
doi = {10.21437/Interspeech.2020-2859},
abstract = {We present a new open access corpus for the training and evaluation of
EMG-to-Speech conversion systems based on array electromyographic recordings. The corpus is
recorded with a recording paradigm closely mirroring realistic EMG-to-Speech usage scenarios,
and includes evaluation data recorded from both audible as well as silent speech. The corpus
consists of 9.5 hours of data, split into 12 sessions recorded from 8 speakers. Based on this
corpus, we present initial benchmark results with a realistic online EMG-to-Speech conversion
use case, both for the audible and silent speech subsets. We also present a method for
drastically improving EMG-to-Speech system stability and performance in the presence of
time-related artifacts.},
code = {https://www.uni-bremen.de/csl/forschung/lautlose-sprachkommunikation/csl-emg-array-corpus},
url = {https://halcy.de/cites/pdf/diener2020csl.pdf},
}