diff --git a/speech_test.py b/speech_test.py index c6d7d4a..98adb58 100644 --- a/speech_test.py +++ b/speech_test.py @@ -130,7 +130,7 @@ def play_results(audio_group='audio'): def visualize_results(audio_group='audio'): # %matplotlib inline - audio_group = 'story_words' + audio_group = 'story_words.gpu' result = pd.read_csv('./outputs/' + audio_group + '.results.csv',index_col=0) result.groupby('success').size().plot(kind='bar') result.describe(include=['object']) @@ -139,13 +139,13 @@ def visualize_results(audio_group='audio'): 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__': - # 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.gpu',weights ='siamese_speech_model-58-epoch-0.00-acc.h5') # evaluate_siamese('./outputs/story_words.test.tfrecords',audio_group='story_words',weights ='siamese_speech_model-675-epoch-0.00-acc.h5') # play_results('story_words') - visualize_results('story_words') + visualize_results('story_words.gpu') # test_with('rand_edu') # sunflower_data,sunflower_result = get_word_pairs_data('sweater',15) # print(np.argmax(model.predict([sunflower_data[:, 0], sunflower_data[:, 1]]),axis=1))