Update app.py

app.py

@@ -423,7 +423,7 @@ if st.button('Сгенерировать потери'):
     error1 = wer(orig, orig)
     error2 = wer(orig, lossy)
     error3 = wer(orig, enhanced)
-    WER_mass=[error1*100, error2*100, error3*100]
+    WER_mass=[(1-error1)*100, (1-error2)*100, (1-error3)*100]
 
     df_1['WER'] = WER_mass
 
@@ -466,19 +466,19 @@ if st.button('Сгенерировать потери'):
 
     st.write("Lossy")
     col1, col2, col3, col4, col5 = st.columns(5)
-    col1.metric("PESQ", value = psq_mas[1], delta = str(round(-(abs(psq_mas[1] - psq_mas[0]) / psq_mas[0]) * 100.0,4)%))
-    col2.metric("STOI", value = stoi_mass[1], delta = str(round(-(abs(stoi_mass[1] - stoi_mass[0]) / stoi_mass[0]) * 100.0,4)%))
-    col3.metric("PLCMOSv1", value = PLC_massv1[1], delta = str(round(-(abs(PLC_massv1[1] - PLC_massv1[0]) / PLC_massv1[0]) * 100.0,4)%))
-    col4.metric("PLCMOSv2", value = PLC_massv2[1], delta = str(round(-(abs(PLC_massv2[1] - PLC_massv2[0]) / PLC_massv2[0]) * 100.0,4)%))
+    col1.metric("PESQ", value = psq_mas[1], delta = str(round(-(abs(psq_mas[1] - psq_mas[0]) / psq_mas[0]) * 100.0,4))+'%')
+    col2.metric("STOI", value = stoi_mass[1], delta = str(round(-(abs(stoi_mass[1] - stoi_mass[0]) / stoi_mass[0]) * 100.0,4))+'%')
+    col3.metric("PLCMOSv1", value = PLC_massv1[1], delta = str(round(-(abs(PLC_massv1[1] - PLC_massv1[0]) / PLC_massv1[0]) * 100.0,4))+'%')
+    col4.metric("PLCMOSv2", value = PLC_massv2[1], delta = str(round(-(abs(PLC_massv2[1] - PLC_massv2[0]) / PLC_massv2[0]) * 100.0,4))+'%')
     #col5.metric("WER", value = WER_mass[1], delta = (abs(WER_mass[1] - WER_mass[0]) / WER_mass[0]) * 100.0, delta_color="inverse")
 
 
     st.write("Enhanced")
     col1, col2, col3, col4, col5 = st.columns(5)
-    col1.metric("PESQ", value = psq_mas[2], delta = str(round((abs(psq_mas[2] - psq_mas[1]) / psq_mas[1]) * 100.0,4)%))
-    col2.metric("STOI", value = stoi_mass[2], delta = str(round((abs(stoi_mass[2] - stoi_mass[1]) / stoi_mass[1]) * 100.0,4)%))
-    col3.metric("PLCMOSv1", value = PLC_massv1[2], delta = str(round((abs(PLC_massv1[2] - PLC_massv1[1]) / PLC_massv1[1]) * 100.0,4)%))
-    col4.metric("PLCMOSv2", value = PLC_massv2[2], delta = str(round((abs(PLC_massv2[2] - PLC_massv2[1]) / PLC_massv2[1]) * 100.0,4)%))
+    col1.metric("PESQ", value = psq_mas[2], delta = str(round((abs(psq_mas[2] - psq_mas[1]) / psq_mas[1]) * 100.0,4))+'%')
+    col2.metric("STOI", value = stoi_mass[2], delta = str(round((abs(stoi_mass[2] - stoi_mass[1]) / stoi_mass[1]) * 100.0,4))+'%')
+    col3.metric("PLCMOSv1", value = PLC_massv1[2], delta = str(round((abs(PLC_massv1[2] - PLC_massv1[1]) / PLC_massv1[1]) * 100.0,4))+'%')
+    col4.metric("PLCMOSv2", value = PLC_massv2[2], delta = str(round((abs(PLC_massv2[2] - PLC_massv2[1]) / PLC_massv2[1]) * 100.0,4))+'%')
     #col5.metric("WER", value = WER_mass[2], delta = (abs(WER_mass[2] - WER_mass[1]) / WER_mass[1]) * 100.0, delta_color="inverse")
 
     #col1.metric("PESQ", value = psq_mas[-1], delta = psq_mas[-1] - psq_mas[-2])