| import os | |
| import sys | |
| import numpy as np | |
| dir_path = sys.argv[1] | |
| dir_path = os.path.join(dir_path, 'decode_test_clean_fglarge') | |
| best_wer = 99.99 | |
| wer_his = [] | |
| for (dirpath, dirnames, filenames) in os.walk(dir_path): | |
| for filename in filenames: | |
| if 'wer' in filename.split('_')[0]: | |
| with open(os.path.join(dir_path, filename), 'r') as f: | |
| wer = float(f.readlines()[1].split(' ')[1]) | |
| wer_his.append(wer) | |
| if wer < best_wer: | |
| best_wer = wer | |
| break | |
| print('Top 3 lowest wer for the file \'' + dir_path + '\' is :', sorted(wer_his)[:3]) | |
| print('Average wer for the file \'' + dir_path + '\' is :', np.mean(wer_his)) |