Update app.py

app.py

@@ -2,35 +2,48 @@ import gradio as gr
 import difflib
 import random
 
-# Function to provide feedback without speech recognition
-def pronunciation_feedback(user_audio, language):
-    # جملة لاختبار النطق (يمكن توليدها عشوائيًا)
-    sentence = random.choice([
-        "This is a simple test sentence.",
-        "I would like to improve my pronunciation.",
-        "Artificial intelligence is transforming the world.",
-        "Gradio is a fantastic tool for machine learning applications."
-    ]).lower()
-
-    # تقديم ملاحظات بناءً على الجملة المثالية
-    feedback = (
-        "Great job! Your pronunciation is almost perfect!" if random.random() > 0.5
-        else "Keep practicing! Try to mimic the pronunciation more closely."
-    )
+# Function to evaluate the pronunciation
+def pronunciation_evaluator(user_audio, sentence):
+    # Mock text (assuming perfect recognition for the example)
+    recognized_text = sentence.lower()  # In a real application, this would be the result of speech-to-text
+    
+    # Compare the user's pronunciation with the original sentence
+    similarity_ratio = difflib.SequenceMatcher(None, recognized_text, sentence.lower()).ratio()
+    
+    # Generate feedback based on similarity
+    if similarity_ratio > 0.9:
+        feedback = "Excellent! Your pronunciation is very accurate."
+    elif similarity_ratio > 0.7:
+        feedback = "Good job! But there's some room for improvement."
+    else:
+        feedback = "Keep practicing! Try to match the pronunciation more closely."
     
-    # إعادة النص المثالي مع الملاحظات
-    return f"Target Sentence: {sentence}\n\nFeedback: {feedback}"
+    # Return the original sentence and feedback
+    return f"Recognized Text: {recognized_text}\n\nFeedback: {feedback}"
+
+# Function to get a random sentence
+def get_sentence():
+    sentences = [
+        "The quick brown fox jumps over the lazy dog.",
+        "She sells seashells by the seashore.",
+        "How much wood would a woodchuck chuck if a woodchuck could chuck wood?",
+        "Peter Piper picked a peck of pickled peppers.",
+        "I scream, you scream, we all scream for ice cream."
+    ]
+    return random.choice(sentences)
+
+# Gradio Interface
+sentence = get_sentence()
 
-# واجهة Gradio
 interface = gr.Interface(
-    fn=pronunciation_feedback,
+    fn=pronunciation_evaluator,
     inputs=[
         gr.Audio(type="filepath", label="Record your pronunciation"),
-        gr.Dropdown(["en-US", "en-GB", "fr-FR", "es-ES"], label="Select Language", value="en-US")
+        gr.Textbox(lines=2, label="Sentence to pronounce", value=sentence, readonly=True)
     ],
     outputs="text",
-    title="Smart Pronunciation Trainer",
-    description="Record yourself pronouncing the given sentence in your selected language and receive feedback."
+    title="Pronunciation Evaluator",
+    description="Record yourself pronouncing the given sentence and receive feedback on your pronunciation."
 )
 
 interface.launch()