From c75ff4d1097411d1f249b4eecdb5bf7570c3bacc Mon Sep 17 00:00:00 2001 From: Malar Kannan Date: Wed, 15 Nov 2017 15:17:37 +0530 Subject: [PATCH] failure visualization wip --- speech_test.py | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/speech_test.py b/speech_test.py index 58f07e7..c6d7d4a 100644 --- a/speech_test.py +++ b/speech_test.py @@ -129,9 +129,17 @@ def play_results(audio_group='audio'): close_player() def visualize_results(audio_group='audio'): + # %matplotlib inline + audio_group = 'story_words' 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__': # evaluate_siamese('./outputs/story_words_test.train.tfrecords',audio_group='story_words',weights ='siamese_speech_model-712-epoch-0.00-acc.h5')