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dohe0342 2023-04-27 20:35:26 +09:00
parent b7fe124862
commit 5324c9cfdf
2 changed files with 21 additions and 19 deletions
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egs/librispeech/ASR/.conv_feat_vis.py.swp
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egs/librispeech/ASR/conv_feat_vis.py
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@ -2,25 +2,27 @@ from glob import glob
import numpy as np
import matplotlib.pyplot as plt
feats = []
feat_list = glob('./conv_feat/*.npy')
for feat in feat_list:
feat = np.load(feat)
feats.append(feat)
spk_list = glob('./conv_feat/*')
for spk in spk_list:
feats = []
feat_list = glob(f'{spk}/*.npy')
for feat in feat_list:
feat = np.load(feat)
feats.append(feat)
feats_all = feats[0]
for feat in feats:
feats_all = np.concatenate([feats_all, feat])
feats_all = feats[0]
for feat in feats:
feats_all = np.concatenate([feats_all, feat])
feats_all = feats_all.transpose(1,0)
feats_all = feats_all.transpose(1,0)
for i in range(512):
mean = feats_all[i].mean()
std = feats_all[i].std()
print(mean, std)
'''
for i in range(512):
plt.hist(feats_all[i], bins=500)
plt.savefig(f'./conv_feat/dim_{i}.pdf')
plt.close()
'''
for i in range(512):
mean = feats_all[i].mean()
std = feats_all[i].std()
print(mean, std)
'''
for i in range(512):
plt.hist(feats_all[i], bins=500)
plt.savefig(f'./conv_feat/dim_{i}.pdf')
plt.close()
'''