Change examples and WER to Word Acc.

app.py

@@ -196,7 +196,8 @@ def calc_wer(audio_path, ref):
         hypothesis_transform=transformation,
     )
     # pdb.set_trace()
-    return [trans, wer, token_wav_plot]
+    word_acc = 1.0 - float(wer)
+    return [trans, word_acc, token_wav_plot]
 # calc_wer(examples[1][0], examples[1][1])
 # pdb.set_trace()
 iface = gr.Interface(
@@ -211,11 +212,12 @@ iface = gr.Interface(
     ],
     outputs=[
         gr.Textbox(placeholder="Hypothesis", label="Recognition by AI"),
-        gr.Textbox(placeholder="Word Error Rate", label="Word Error Rate (The lower the better)"),
+        gr.Textbox(placeholder="Word Accuracy", label="Word Accuracy (The Higher the better)"),
         gr.Plot(label="waveform")
     ],
     description=description,
     examples=examples,
+    examples_per_page=20,
     css=".body {background-color: green}",
 )
 

data/samples/ref.txt

@@ -1,10 +1,16 @@
-Fary_PAL_p326_len10_p326_013	SOME HAVE ACCEPTED IT AS A MIRACLE WITHOUT PHYSICAL EXPLANATION
-Fary_PAL_p326_len10_p326_020	MANY COMPLICATED IDEAS ABOUT THE RAINBOW HAVE BEEN FORMED
-Fary_PAL_p326_len10_p326_025	JIMMY RETURNED TO ABERDEEN, BUT SHE REMAINED WITH GEORGE
-Fary_PAL_p326_len10_p326_036	IT WAS MY SHORTEST AUDITION
-Fary_PAL_p326_len10_p326_040	THE POLICE BELIEVE THE MAN WAS NOT INJURED
-Fary_PAL_p326_len10_p326_043	I READ ABOUT IT IN THE NEWSPAPERS
-Fary_PAL_p326_len10_p326_044	WHAT DID THEY THINK OF HER VOICE
-Fary_PAL_p326_len10_p326_045	THEY SAY THEY FEEL DIFFERENT
-Fary_PAL_p326_len10_p326_048	WE WILL CONTINUE TO PRESSURE THE GOVERNMENT
-Fary_PAL_p326_len10_p326_049	HIS ART WAS NOT JUST ABOUT EMOTIONS
+1_EL1   HE WOULD ANSWER IN A SOFT VOICE I DON'T KNOW
+2_EL2   ONE NIGHT THE RATS HEARD A LOUD NOISE
+3_Healthy1  HE WOULD ANSWER IN A SOFT VOICE I DON'T KNOW
+4_Healthy2  ONE NIGHT THE RATS HEARD A LOUD NOISE
+5_Laronix1  HE WOULD ANSWER IN A SOFT VOICE I DON'T KNOW
+6_laronix2  ONE NIGHT THE RATS HEARD A LOUD NOISE
+7_laronix_PAL_01	SOME HAVE ACCEPTED IT AS A MIRACLE WITHOUT PHYSICAL EXPLANATION
+7_laronix_PAL_02	MANY COMPLICATED IDEAS ABOUT THE RAINBOW HAVE BEEN FORMED
+7_laronix_PAL_03	JIMMY RETURNED TO ABERDEEN, BUT SHE REMAINED WITH GEORGE
+7_laronix_PAL_04	IT WAS MY SHORTEST AUDITION
+7_laronix_PAL_05	THE POLICE BELIEVE THE MAN WAS NOT INJURED
+7_laronix_PAL_06	I READ ABOUT IT IN THE NEWSPAPERS
+7_laronix_PAL_07	WHAT DID THEY THINK OF HER VOICE
+7_laronix_PAL_08	THEY SAY THEY FEEL DIFFERENT
+7_laronix_PAL_09	WE WILL CONTINUE TO PRESSURE THE GOVERNMENT
+7_laronix_PAL_10	HIS ART WAS NOT JUST ABOUT EMOTIONS