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A surface electromyography and inertial measurement unit dataset for the Italian Sign Language alphabet.


ABSTRACT: Surface Electromyography (EMG) and Inertial Measurement Unit (IMU) sensors are gaining the attention of the research community as data sources for automatic sign language recognition. In this regard, we provide a dataset of EMG and IMU data collected using the Myo Gesture Control Armband, during the execution of the 26 gestures of the Italian Sign Language alphabet. For each gesture, 30 data acquisitions were executed, composing a total of 780 samples included in the dataset. The gestures were performed by the same subject (male, 24 years old) in lab settings. EMG and IMU data were collected in a 2 seconds time window, at a sampling frequency of 200 Hz.

SUBMITTER: Pacifici I 

PROVIDER: S-EPMC7644570 | biostudies-literature | 2020 Dec

REPOSITORIES: biostudies-literature

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A surface electromyography and inertial measurement unit dataset for the Italian Sign Language alphabet.

Pacifici Iacopo I   Sernani Paolo P   Falcionelli Nicola N   Tomassini Selene S   Dragoni Aldo Franco AF  

Data in brief 20201022


Surface Electromyography (EMG) and Inertial Measurement Unit (IMU) sensors are gaining the attention of the research community as data sources for automatic sign language recognition. In this regard, we provide a dataset of EMG and IMU data collected using the Myo Gesture Control Armband, during the execution of the 26 gestures of the Italian Sign Language alphabet. For each gesture, 30 data acquisitions were executed, composing a total of 780 samples included in the dataset. The gestures were p  ...[more]

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