質問編集履歴
3
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@@ -28,7 +28,30 @@
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```Python
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f_train_path = os.getcwd() + '/feature/Session' + fold + '/train/'
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31
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+
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32
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def hard_label(path):
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-
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label=[]
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f_list = list(ii for ii in sorted(glob.glob(path)))
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for file_path in f_list:
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with open(file_path, 'r') as file:
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for line in file:
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line_sp = line.replace('Happiness', '0')
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line_sp = line_sp.replace('Anger', '1')
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40
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line_sp = line_sp.replace('Neutral', '2')
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line_sp = line_sp.replace('Sadness', '3')
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line_sp = line_sp.replace('\n', '')
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line_sp = line_sp.split(',')
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if (len(line_sp)==10):
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if (line_sp[9] == '0') or (line_sp[9] == '1') or (line_sp[9] == '2') or (line_sp[9] == '3'):
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label.append(line_sp[9])
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print(line_sp[0])
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file.close()
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label = np.array(label)
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label = label.astype('int16')
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#print(label)
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return label
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+
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def load_data(path):
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f_list = list(sorted(glob.glob(path + '*.npy')))
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X = np.zeros((len(f_list), slen, f_dim), dtype='float32')
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@@ -39,11 +62,9 @@
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X[ii] = np.vstack((tmp, padd))
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return X.reshape(len(X), slen, f_dim, 1)
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-
# 省略
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print(x_train.shape, y_train.shape)
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print(x_test.shape, y_test.shape)
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-
# 省略
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# Trains the model for a fixed number of epochs (iterations on a dataset)
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model_history = model.fit(x=x_train,
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y=y_train,
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@@ -55,7 +76,6 @@
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callbacks=[valid_metrics, chkPoint]
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)
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-
# 省略
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def main():
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x_train = load_data(f_train_path)
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```
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2
誤字
title
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@@ -2,7 +2,7 @@
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2
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3
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PythonでCNNモデルを用い音声感情分類を行うシステムを作っています。
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4
4
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以下のエラーメッセージが発生しました。xとyのサイズを揃えないといけないと思うのですが、
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5
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-
どう修正すれば良いか調べてみても分からなかったため、どなた
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5
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どう修正すれば良いか調べてみても分からなかったため、どなたかご教授いただけませんでしょうか？
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6
6
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7
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### 発生している問題・エラーメッセージ
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8
8
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1
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title
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@@ -7,6 +7,8 @@
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7
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### 発生している問題・エラーメッセージ
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8
8
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9
9
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```
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10
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+
(637, 2913, 40, 1) (762, 4)
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11
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(450, 2913, 40, 1) (450, 4)
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Traceback (most recent call last):
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File "cnn_model.py", line 329, in <module>
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main()
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@@ -38,6 +40,10 @@
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return X.reshape(len(X), slen, f_dim, 1)
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# 省略
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print(x_train.shape, y_train.shape)
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print(x_test.shape, y_test.shape)
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+
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46
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# 省略
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# Trains the model for a fixed number of epochs (iterations on a dataset)
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model_history = model.fit(x=x_train,
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y=y_train,
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