app

app.py

@@ -15,27 +15,30 @@ with gr.Blocks() as app:
                     value="Uyghur Arabic",
                     interactive=True
                 )
-            with gr.Row():
-                input_text = gr.Textbox(
-                    label="2. Input Uyghur Text to Pronounce or Generate Text with Buttons below",
-                    placeholder="Enter Uyghur text here...",
-                )
-            # Add buttons for generating short and long texts
-            with gr.Row():
-                generate_short_btn = gr.Button("Generate Short Text")
-                generate_long_btn = gr.Button("Generate Long Text")
-            with gr.Row():
-                example_audio = gr.Audio(label="3. Click \"Generate Example Pronunciation\"")
-            with gr.Row():
-                tts_btn = gr.Button("Generate Example Pronunciation")
-            with gr.Row():
-                user_audio = gr.Audio(
-                    label="4. Record/Upload Your Pronunciation",
-                    sources=["microphone", "upload"],
-                    type="filepath",
-                )
-            with gr.Row():
-                check_btn = gr.Button("Check My Pronunciation")
+            with gr.Group():
+                with gr.Row():
+                    input_text = gr.Textbox(
+                        label="2. Input Uyghur Text in Selected Script or Generate Text with Buttons below",
+                        placeholder="Enter Uyghur text here...",
+                    )
+                # Add buttons for generating short and long texts
+                with gr.Row():
+                    generate_short_btn = gr.Button("Generate Short Text")
+                    generate_long_btn = gr.Button("Generate Long Text")
+            with gr.Group():     
+                with gr.Row():
+                    example_audio = gr.Audio(label="3. Click \"Generate Machine Pronunciation\"")
+                with gr.Row():
+                    tts_btn = gr.Button("Generate Machine Pronunciation")
+            with gr.Group():
+                with gr.Row():
+                    user_audio = gr.Audio(
+                        label="4. Record or Upload Your Pronunciation",
+                        sources=["microphone", "upload"],
+                        type="filepath",
+                    )
+                with gr.Row():
+                    check_btn = gr.Button("Check My Pronunciation")
         
         # Output Column
         with gr.Column(scale=1):

util.py

@@ -80,7 +80,7 @@ def calculate_pronunciation_accuracy(reference_text, output_text, language_code=
     output_ipa = ipa_converter.transliterate(output_text_clean)
 
     # Calculate pronunciation accuracy using SequenceMatcher
-    matcher = SequenceMatcher(None, reference_ipa, output_ipa)
+    matcher = SequenceMatcher(None, reference_text_clean, output_text_clean)
     match_ratio = matcher.ratio()  # This is the fraction of matching characters
 
     # Convert to percentage
@@ -89,8 +89,8 @@ def calculate_pronunciation_accuracy(reference_text, output_text, language_code=
     # Generate Markdown-compatible styled text
     comparison_md = ""
     for opcode, i1, i2, j1, j2 in matcher.get_opcodes():
-        ref_segment = reference_ipa[i1:i2]
-        out_segment = output_ipa[j1:j2]
+        ref_segment = reference_text_clean[i1:i2]
+        out_segment = output_text_clean[j1:j2]
 
         if opcode == 'equal':  # Matching characters
             comparison_md += f'<span style="color: blue;">{ref_segment}</span>'