participant stringclasses 18
values | sentence_id stringclasses 200
values | phase stringclasses 4
values | file stringlengths 19 19 | band_power listlengths 33 12.7k | motion listlengths 33 12.7k | hsi listlengths 33 12.7k | good_contact_mask listlengths 33 12.7k | n_rows int64 33 12.7k | duration_s float64 0.13 49.7 | blink_timestamps listlengths 0 61 | jaw_clench_timestamps listlengths 0 33 |
|---|---|---|---|---|---|---|---|---|---|---|---|
P05 | S051 | Read | P05-01-S051-A-U.csv | [[0.5416920185089111,0.5468301773071289,-0.041700199246406555,0.04670361056923866,0.3186681270599365(...TRUNCATED) | [[-0.04217529296875,0.0670166015625,0.982666015625,2.27294921875,-3.75335693359375,0.16448974609375](...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1,884 | 7.261 | [
"09:15:19.773",
"09:15:20.560"
] | [] |
P05 | S060 | Read | P05-02-S060-U-N.csv | [[0.6804797649383545,-0.2831156551837921,-0.27744194865226746,0.7117421627044678,0.27464622259140015(...TRUNCATED) | [[-0.0421142578125,0.065185546875,0.987060546875,1.92901611328125,-4.0374755859375,-0.27664184570312(...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1,860 | 7.212 | [
"09:15:45.917",
"09:15:52.774"
] | [] |
P05 | S001 | Read | P05-03-S001-A-U.csv | [[0.4583769738674164,0.35424375534057617,0.21630561351776123,0.5723078846931458,0.6110804677009583,0(...TRUNCATED) | [[-0.0281982421875,0.07647705078125,0.98541259765625,2.332763671875,-4.134674072265625,-0.1046752929(...TRUNCATED) | [[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1,920 | 7.468 | [
"09:16:13.523"
] | [] |
P05 | S002 | Read | P05-04-S002-U-U.csv | [[0.9430225491523743,0.7541890740394592,0.029268139973282814,1.2337186336517334,0.7052818536758423,0(...TRUNCATED) | [[-0.01605224609375,0.06927490234375,0.98602294921875,-0.46356201171875,-0.605621337890625,-1.682281(...TRUNCATED) | [[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 2,424 | 9.402 | [
"09:16:47.691",
"09:16:54.144",
"09:16:55.551",
"09:16:55.958"
] | [] |
P05 | S007 | Read | P05-05-S007-A-U.csv | [[0.8819481730461121,0.38140565156936646,0.40860795974731445,0.7899536490440369,-0.01174893975257873(...TRUNCATED) | [[-0.02532958984375,0.0594482421875,0.98883056640625,0.306549072265625,-4.927215576171875,-1.3832092(...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1,884 | 7.328 | [
"09:17:30.543",
"09:17:30.894",
"09:17:37.425"
] | [] |
P05 | S044 | Read | P05-06-S044-U-R.csv | [[0.5413820147514343,-0.13997502624988556,0.0004072918964084238,0.934546172618866,0.1951294392347335(...TRUNCATED) | [[-0.02789306640625,0.07440185546875,0.97772216796875,2.01873779296875,-3.536529541015625,0.63552856(...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 2,388 | 9.269 | [
"09:18:12.024",
"09:18:12.540",
"09:18:18.322",
"09:18:19.493"
] | [] |
P05 | S009 | Read | P05-07-S009-A-N.csv | [[1.4942935705184937,0.16470298171043396,0.11321950703859329,1.3167721033096313,1.342607021331787,-0(...TRUNCATED) | [[-0.04327392578125,0.07281494140625,0.986572265625,2.071075439453125,-3.3197021484375,0.58319091796(...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1,288 | 5.03 | [
"09:18:51.649",
"09:18:51.830"
] | [] |
P05 | S057 | Read | P05-08-S057-A-U.csv | [[0.5621340274810791,0.26250749826431274,-0.07314427196979523,0.8336694836616516,0.3422122001647949,(...TRUNCATED) | [[-0.02593994140625,0.06878662109375,0.99090576171875,2.930908203125,-4.044952392578125,0.6355285644(...TRUNCATED) | [[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,1.0,2.0],[2.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 2,076 | 8.078 | [
"09:19:15.592",
"09:19:15.921",
"09:19:17.136",
"09:19:22.816"
] | [] |
P05 | S046 | Read | P05-09-S046-U-U.csv | [[1.2715281248092651,0.6010783910751343,0.21705445647239685,1.046326756477356,0.22547654807567596,0.(...TRUNCATED) | [[-0.02703857421875,0.0755615234375,0.981689453125,1.502838134765625,-3.66363525390625,-0.0523376464(...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1,776 | 6.889 | [
"09:19:52.685",
"09:19:52.960",
"09:19:53.361",
"09:19:54.188",
"09:19:58.092",
"09:19:58.843"
] | [] |
P05 | S058 | Read | P05-10-S058-U-U.csv | [[0.5712084174156189,0.49142831563949585,0.3137322664260864,1.2283198833465576,0.7878892421722412,0.(...TRUNCATED) | [[-0.02392578125,0.048583984375,0.98541259765625,1.80938720703125,-3.416900634765625,4.4935607910156(...TRUNCATED) | [[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,1.0,1.0],[1.0,1.0,(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 2,083 | 8.106 | [
"09:20:22.826",
"09:20:24.650",
"09:20:29.526"
] | [] |
End of preview. Expand in Data Studio
EMMT Raw EEG by Phase
Raw, per-timestep EEG recordings from the EMMT corpus (Bhattacharya et al.,
2022), organized by phase (Read / Translate / See / Update) for
phase-classification and artifact-testing work — a different task from
sajjad5221/eeg2text-emmt-dataset (Read-phase-only, word-level, built for
text generation).
Source: https://github.com/ufal/eyetracked-multi-modal-translation
(preprocessed-data/eeg), cloned directly server-side.
Splits (participant-level, no overlap)
- train: 2253 recordings (18 participants)
- validation: 512 recordings (4 participants)
- test: 628 recordings (5 participants)
Fields
participant,sentence_id,phase,file: identifiersband_power: list[time][20] -- Delta/Theta/Alpha/Beta/Gamma x TP9/AF7/AF8/TP10motion: list[time][6] -- Accelerometer_X/Y/Z, Gyro_X/Y/Zhsi: list[time][4] -- per-electrode contact-quality index (1=good)good_contact_mask: list[time][bool] -- True where all 4 HSI <= 2n_rows,duration_s: recording lengthblink_timestamps,jaw_clench_timestamps: device-flagged artifact events
Known caveats
- MUSE 2's own blink/jaw-clench flags are documented as unreliable by the original EMMT authors -- treat as a weak signal, not ground truth.
- Some electrodes show sustained low-quality contact for specific
participants (see
hsi); kurtosis-based ICA (e.g. in the MEEDAV tool) targets sharp transient artifacts and may not catch this kind of slow drift.
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