Added CER to evaluate print out

README.md

@@ -2,7 +2,9 @@
 
 ## About
 
-This module is produced as part of the requirement for my Final Year Project for my BSc Computer Science degree requirement at the University of Portsmouth. This module represents
+This module is produced as part of the requirement for my Final Year Project
+for my BSc Computer Science degree requirement at the University of Portsmouth.
+This module represents
 the second round of experimentation for my research project which involves
 producing a speech recognition system for sEMG silent speech.
 

evaluate.py

@@ -91,7 +91,7 @@ def evaluate(model, test_loader, device, criterion, encoder):
  test_cer.append(cur_cer)
  test_wer.append(cur_wer)
 
- scored_preds.append([cur_ground, cur_pred, cur_wer])
+ scored_preds.append([cur_ground, cur_pred, cur_wer, cur_cer])
 
  avg_cer = sum(test_cer) / len(test_cer)
  avg_wer = sum(test_wer) / len(test_wer)
@@ -111,8 +111,9 @@ def evaluate(model, test_loader, device, criterion, encoder):
  ground = pred[0].replace("<unk>", "")
  prediction = pred[1].replace("<unk>", "")
 
- score = pred[2]
- print(f"{i+1}.\n Target: {ground}\n Prediction: {prediction}\n WER: {score:4f}")
+ score = pred[2]
+ char_score = pred[3]
+ print(f"{i+1}.\n Target: {ground}\n Prediction: {prediction}\n WER: {score:4f} CER: {char_score:4f}")
 
 def main(unused_argv):
  checkpoint_path = FLAGS.checkpoint_path