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hkveeranki / speech-emotion-recognition

Speaker independent emotion recognition
http://speechemotionrecognition.repos.hkveeranki.com/
MIT License
315 stars 100 forks source link

Some issues during training #16

Closed iamweiweishi closed 5 years ago

iamweiweishi commented 5 years ago

Epoch 1/1 271/271 [==============================] - 3s 12ms/step - loss: 0.0187 - acc: 0.9963 68/68 [==============================] - 0s 2ms/step [3 1 1 0 1 2 1 3 3 0 1 2 2 1 1 1 1 3 2 0 3 0 1 1 1 1 1 2 1 3 1 0 1 3 0 0 3 3 1 0 1 0 1 2 0 3 3 3 0 0 3 1 1 1 0 1 0 3 3 0 3 3 3 1 2 0 0 0] (3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1) Accuracy:0.412

Confusion matrix: [[ 0 18 0 0] [ 0 25 0 0] [ 0 7 0 0] [ 0 15 0 3]] Traceback (most recent call last): File "cnn_example.py", line 33, in cnn_example() File "cnn_example.py", line 27, in cnn_example get_feature_vector_from_mfcc(filename, flatten=to_flatten)), File "/home/sww/workspace/speech-emotion-recognition/speechemotionrecognition/dnn.py", line 97, in predictone return np.argmax(self.model.predict(np.array([sample]))) File "/usr/local/lib/python3.6/dist-packages/keras/engine/training.py", line 1149, in predict x, , _ = self._standardize_user_data(x) File "/usr/local/lib/python3.6/dist-packages/keras/engine/training.py", line 751, in _standardize_user_data exception_prefix='input') File "/usr/local/lib/python3.6/dist-packages/keras/engine/training_utils.py", line 128, in standardize_input_data 'with shape ' + str(data_shape)) ValueError: Error when checking input: expected conv2d_1_input to have 4 dimensions, but got array with shape (1, 198, 39) root@2d14eba3fb00:/home/sww/workspace/speech-emotion-recognition# Error when checking input: expected conv2d_1_input to have 4 dimensions, but got array with shape (1, 198, 39)

The training code is: '''

!/usr/bin/env bash

set -x export PYTHONPATH=/path_to/speech-emotion-recognition/:$PYTHONPATH export PATH=/path_to/speech-emotion-recognition/:$PATH cd examples python cnn_example.py '''

There seems to be some problems with the input. Could you pls help me with this? Many Thanks.

hkveeranki commented 5 years ago

Let me look into this and get back to you

xandyxor commented 5 years ago

same error

hkveeranki commented 5 years ago

Sorry, I couldn't reproduce the error on my side. Please reopen the comment with more information .