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speech-scoring
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failure visualization wip

master
Malar Kannan 2017-11-15 15:17:37 +05:30
parent a9b244a50c
commit c75ff4d109
1 changed files with 10 additions and 2 deletions
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12
speech_test.py
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@ -129,9 +129,17 @@ def play_results(audio_group='audio'):
close_player() close_player()
def visualize_results(audio_group='audio'): def visualize_results(audio_group='audio'):
# %matplotlib inline
audio_group = 'story_words'
result = pd.read_csv('./outputs/' + audio_group + '.results.csv',index_col=0) result = pd.read_csv('./outputs/' + audio_group + '.results.csv',index_col=0)
import pdb; pdb.set_trace() result.groupby('success').size().plot(kind='bar')
result.describe(include=['object'])
failed = result[result['success'] == False]
same_failed = failed[failed['variant1'] == failed['variant2']]
diff_failed = failed[failed['variant1'] != failed['variant2']]
same_failed[same_failed['voice1'] != same_failed['voice2']]
diff_failed[diff_failed['voice1'] != diff_failed['voice2']]
if __name__ == '__main__': if __name__ == '__main__':
# evaluate_siamese('./outputs/story_words_test.train.tfrecords',audio_group='story_words',weights ='siamese_speech_model-712-epoch-0.00-acc.h5') # evaluate_siamese('./outputs/story_words_test.train.tfrecords',audio_group='story_words',weights ='siamese_speech_model-712-epoch-0.00-acc.h5')