Created
January 14, 2022 10:36
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import pyxdf | |
import sys | |
import numpy as np | |
import os | |
import matplotlib.pyplot as plt | |
from scipy.io.wavfile import write | |
# Quick script to check streams in XDF file | |
def plot_channel(position, channel, eeg): | |
plt.subplot(position) | |
plt.plot(eeg[:,channel]) | |
def plot_eeg(streams): | |
for ix, stream in enumerate(streams): | |
for i in stream: | |
if i == "info": | |
if stream[i]["name"] == ["Headset-EEG"]: | |
values = np.array(stream["time_series"]) | |
eeg = values[:,:-1] | |
times = values[:,-1] | |
plt.figure() | |
plot_channel(421, 0, eeg) | |
plot_channel(422, 1, eeg) | |
plot_channel(423, 2, eeg) | |
plot_channel(424, 3, eeg) | |
plot_channel(425, 4, eeg) | |
plot_channel(426, 5, eeg) | |
plot_channel(427, 6, eeg) | |
plot_channel(428, 7, eeg) | |
plt.show() | |
def plot_ecg(streams): | |
for ix, stream in enumerate(streams): | |
for i in stream: | |
if i == "info": | |
if stream[i]["name"] == ["Polar_ECG"]: | |
ecg = np.array(stream["time_series"]) | |
plt.plot(ecg) | |
plt.show() | |
def plot_audio(streams): | |
for ix, stream in enumerate(streams): | |
for i in stream: | |
if i == "info": | |
if stream[i]["name"] == ["AudioMic"]: | |
audio = np.array(stream["time_series"]) | |
plt.plot(audio) | |
plt.show() | |
write("audio.wav", 16000, audio) | |
def print_all(streams): | |
for ix, stream in enumerate(streams): | |
name = stream["info"]["name"][0] | |
for i in stream: | |
print('Key: ' + str(i)) | |
print(stream[i]) | |
print() | |
if __name__ == '__main__': | |
#np.set_printoptions(threshold=sys.maxsize) | |
streams, fileheader = pyxdf.load_xdf("tmp.xdf") | |
print_all(streams) | |
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