emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
…The goal is to enable keyboard-free text input by decoding typing…
- Participants
- 108
- Citations
- 1
- Size
- 223 GB
- Version
- v2.0.0
- Updated
- Feb 23, 2026
…The goal is to enable keyboard-free text input by decoding typing…
…sEMG) with simultaneous 5-finger force recordings. ## Subjects 20 right-handed participants…
…The timing of words and phonemes were inferred from the forced-alignment…
…present stereoelectroencephalography data from a forced two-choice response task collected in…
…The text grids were generated using the forced-alignment software Prosodylab-Aligner…
…unit (IMU) acceleration, ground reaction force from all participants walking over uneven…
…unit (IMU) acceleration, ground reaction forces, head model constructed from T1 structural…
…The force signals were recorded using the same acquisition system as for…
A calibrated task subset of Kai J. Miller's library of human electrocorticographic (ECoG) data, comprising 111 recordings from 24 epilepsy patients with subdural electrode grids. Tasks include finger flexion, hand gestures, motor movement and imagery, and verb generation and noun reading. Data were recorded at 1 kHz and converted to BIDS in BrainVision format with source-documented amplitude calibration.
…per participant, occasionally absent.** Each seat has an AMTI force plate, but…