SSS
Resample 256Hz
Filter 2-30Hz
Crop 4 sec Overlap 3 sec
Hanning Window
shape (306,1024)
Train | Val | |
MDD | 4260 | 1000 |
NC | 3613 | 1000 |
FFT : (306,512)
Crop : (306,128)
Raw : (306,1024)
Train | Val | |
MDD | 4260 | 1000 |
NC | 3613 | 1000 |
Normalize
Train/Val | Test | |
MDD | 19 | 10 |
NC | 15 | 10 |
W12+ | W12- | |
W2+ | 5/3 | 4/2 |
W2- | 2/1 | 8/4 |
SSS
Resample 256Hz
Filter 2-30Hz
Crop 4 sec Overlap 3 sec
Hanning Window
shape (306,1024)
Training: Add Noise * 2
Train/Val | Test | |
---|---|---|
MDD | 10383 | 1799 |
NC | 8361 | 1862 |
W12+ | W12- | |
W2+ | 2760 / 548 | 2181 / 360 |
W2- | 1107 / 117 | 4335 / 714 |
Train: ~90%
Test: ~59%