Update app.py

app.py

@@ -306,24 +306,6 @@ def analyze_audio(audio_path):
 
     return stats, image
 
-# === Voiceprint Matching (Optional – requires Python 3.9) ===
-try:
-    from resemblyzer import preprocess_wav, VoiceEncoder
-
-    encoder = VoiceEncoder()
-
-    def match_speakers(clip1, clip2):
-        wav1 = preprocess_wav(clip1)
-        wav2 = preprocess_wav(clip2)
-        embed1 = encoder.embed_utterance(wav1)
-        embed2 = encoder.embed_utterance(wav2)
-        similarity = np.inner(embed1, embed2)
-        return f"Speaker Match Score: {similarity:.2f}"
-
-except ImportError:
-    def match_speakers(*args):
-        return "⚠️ Speaker matching requires Python 3.9 or below"
-
 # === Save/Load Project File (.aiproj) ===
 def save_project(audio_path, preset_name, effects):
     project_data = {
@@ -336,7 +318,7 @@ def save_project(audio_path, preset_name, effects):
         pickle.dump(project_data, f)
     return out_path
 
-# === VAD – Detect & Trim Silence ===
+# === Trim Silence Automatically (VAD) ===
 def detect_silence(audio_file, silence_threshold=-50.0, min_silence_len=1000):
     audio = AudioSegment.from_file(audio_file)
     
@@ -371,11 +353,10 @@ def load_plugin(plugin_file, audio_file):
         plugin = module_from_spec(spec)
         spec.loader.exec_module(plugin)
         
-        # Run the plugin
+        # Run plugin
         audio = AudioSegment.from_file(audio_file)
         processed = plugin.process(audio)
         
-        # Save output
         out_path = os.path.join(tempfile.gettempdir(), "plugin_output.wav")
         processed.export(out_path, format="wav")
         return out_path
@@ -482,7 +463,10 @@ with gr.Blocks(title="AI Audio Studio", css="style.css") as demo:
             description="Type anything and turn it into natural-sounding speech."
         )
 
-    # --- Speaker Matching (Voiceprint) ===
+    # --- Speaker Matching (Dummy) ===
+    def match_speakers(*args):
+        return "⚠️ Speaker matching requires Python 3.9 or below"
+
     with gr.Tab("🧏‍♂️ Match Speakers"):
         gr.Interface(
             fn=match_speakers,
@@ -495,21 +479,15 @@ with gr.Blocks(title="AI Audio Studio", css="style.css") as demo:
             description="Detect speaker similarity using AI."
         )
 
-    # --- Voice Cloning (Dummy) ===
-    with gr.Tab("🎭 Voice Cloning (AI Dubbing)"):
-        gr.Interface(
-            fn=apply_style_transfer,
-            inputs=[
-                gr.Audio(label="Upload Voice Clip", type="filepath"),
-                gr.Radio(["Happy", "Sad", "Angry", "Calm"], label="Choose Tone")
-            ],
-            outputs=gr.Audio(label="Stylized Output", type="filepath"),
-            title="Change Emotional Tone of Voice",
-            description="Shift the emotional style of any voice clip."
-        )
-
     # --- Auto-Save Sessions ===
-    with gr.Tab("🧾 Shareable Preset"):
+    def encode_preset(selected_effects, preset_name, export_format):
+        import base64
+        import json
+        data = {"effects": selected_effects, "preset": preset_name, "format": export_format}
+        encoded = base64.b64encode(json.dumps(data).encode()).decode()
+        return f"https://your-space-url?preset={encoded}"
+
+    with gr.Tab("🧾 Share Session"):
         gr.Interface(
             fn=encode_preset,
             inputs=[
@@ -522,7 +500,7 @@ with gr.Blocks(title="AI Audio Studio", css="style.css") as demo:
             description="Generate a link to share your effect chain with others."
         )
 
-    # --- VAD – Trim Silence Automatically ===
+    # --- VAD – Detect & Remove Silence === 
     with gr.Tab("✂️ Trim Silence Automatically"):
         gr.Interface(
             fn=detect_silence,
@@ -533,7 +511,7 @@ with gr.Blocks(title="AI Audio Studio", css="style.css") as demo:
             ],
             outputs=gr.File(label="Trimmed Output"),
             title="Auto-Detect & Remove Silence",
-            description="Detect and trim silence at start/end or between words"
+            description="Trim intros/outs or between speech automatically"
         )
 
     # --- Load/Save Project ===
@@ -565,7 +543,7 @@ with gr.Blocks(title="AI Audio Studio", css="style.css") as demo:
         )
 
     # --- Custom Effect Plugin System ===
-    with gr.Tab("🧩 Custom Effect Plugin"):
+    with gr.Tab("🧩 Load Custom Effect"):
         gr.Interface(
             fn=load_plugin,
             inputs=[