Update app.py

app.py

@@ -424,9 +424,9 @@ if st.button('Сгенерировать потери'):
     error1 = wer(orig, orig)
     error2 = wer(orig, lossy)
     error3 = wer(orig, enhanced)
-    WER_mass=[(1-error1)*100, (1-error2)*100, (1-error3)*100]
+    WAcc_mass=[(1-error1)*100, (1-error2)*100, (1-error3)*100]
 
-    df_1['WER'] = WER_mass
+    df_1['WAcc'] = WAcc_mass
 
     st.subheader('4. Метрики аудио')
     #st.dataframe(df_1)
@@ -436,7 +436,7 @@ if st.button('Сгенерировать потери'):
     col2.metric("STOI", value = round(stoi_mass[0],3))
     col3.metric("PLCMOSv1", value = round(PLC_massv1[0],3))
     col4.metric("PLCMOSv2", value = round(PLC_massv2[0],3))
-    col5.metric("WAcc", value = round(WER_mass[0],3))
+    col5.metric("WAcc", value = round(WAcc_mass[0],3))
 
 
     st.write("#### "+"С потерями")
@@ -445,7 +445,7 @@ if st.button('Сгенерировать потери'):
     col2.metric("STOI", value = round(stoi_mass[1],3), delta = str(round(-(abs(stoi_mass[1] - stoi_mass[0]) / stoi_mass[0]) * 100.0,3))+'%')
     col3.metric("PLCMOSv1", value = round(PLC_massv1[1],3), delta = str(round(-(abs(PLC_massv1[1] - PLC_massv1[0]) / PLC_massv1[0]) * 100.0,3))+'%')
     col4.metric("PLCMOSv2", value = round(PLC_massv2[1],3), delta = str(round(-(abs(PLC_massv2[1] - PLC_massv2[0]) / PLC_massv2[0]) * 100.0,3))+'%')
-    col5.metric("WAcc", value = round(WER_mass[1],3), delta = str(round(-(abs(WER_mass[1] - WER_mass[0]) / WER_mass[0]) * 100.0,3))+'%')
+    col5.metric("WAcc", value = round(WAcc_mass[1],3), delta = str(round(-(abs(WAcc_mass[1] - WAcc_mass[0]) / WAcc_mass[0]) * 100.0,3))+'%')
 
     
     st.write("#### "+"Улучшенное")
@@ -458,16 +458,16 @@ if st.button('Сгенерировать потери'):
     col3.metric("PLCMOSv1", value = round(PLC_massv1[2],3), delta = PLCv1_s + str(round((abs(PLC_massv1[2] - PLC_massv1[1]) / PLC_massv1[1]) * 100.0,3))+'%')
     PLCv2_s = sign_x_y(PLC_massv2[1], PLC_massv2[2])
     col4.metric("PLCMOSv2", value = round(PLC_massv2[2],3), delta = PLCv2_s + str(round((abs(PLC_massv2[2] - PLC_massv2[1]) / PLC_massv2[1]) * 100.0,3))+'%')
-    WER_s = sign_x_y(WER_mass[1], WER_mass[2])
-    if WER_mass[1]==0:
-        if WER_mass[2]!=0:
-            col5.metric("WAcc", value = round(WER_mass[2],3), delta = WER_s + str(round((abs(WER_mass[2] - 0.001) / 0.001) * 100.0,3))+'%')
+    WER_s = sign_x_y(WAcc_mass[1], WAcc_mass[2])
+    if WAcc_mass[1]==0:
+        if WAcc_mass[2]!=0:
+            col5.metric("WAcc", value = round(WAcc_mass[2],3), delta = WER_s + str(round((abs(WAcc_mass[2] - 0.001) / 0.001) * 100.0,3))+'%')
         else:
-            col5.metric("WAcc", value = round(WER_mass[2],3))
+            col5.metric("WAcc", value = round(WAcc_mass[2],3))
     else:
-        col5.metric("WAcc", value = round(WER_mass[2],3), delta = WER_s + str(round((abs(WER_mass[2] - WER_mass[1]) / WER_mass[1]) * 100.0,3))+'%')
+        col5.metric("WAcc", value = round(WAcc_mass[2],3), delta = WER_s + str(round((abs(WAcc_mass[2] - WAcc_mass[1]) / WAcc_mass[1]) * 100.0,3))+'%')
 
-    tab1, tab2, tab3, tab4, tab5 = st.tabs(["PESQ", "STOI", "PLCMOSv1", "PLCMOSv2", "WER"])
+    tab1, tab2, tab3, tab4, tab5 = st.tabs(["PESQ", "STOI", "PLCMOSv1", "PLCMOSv2", "WAcc"])
 
     with tab1:
         st.header("PESQ")
@@ -482,8 +482,8 @@ if st.button('Сгенерировать потери'):
         st.header("PLCMOSv2")
         st.bar_chart(df_1, x="Аудио", y="PLCMOSv2")
     with tab5:
-        st.header("WER")
-        st.bar_chart(df_1, x="Аудио", y="WER")
+        st.header("WAcc")
+        st.bar_chart(df_1, x="Аудио", y="WAcc")
     #st.bar_chart(df_1, x="Audio", y="PESQ")
     #st.bar_chart(df_1, x="Audio", y="STOI")
     #st.bar_chart(df_1, x="Audio", y="PLCMOSv1")