Update app.py

app.py

@@ -11,7 +11,7 @@ from audio_separator.separator import Separator
 import numpy as np
 import librosa
 import soundfile as sf
-from ensemble import ensemble_files
+from ensemble import ensemble_files  # Correct import
 import shutil
 import gradio_client.utils as client_utils
 import matchering as mg
@@ -22,11 +22,11 @@ from pydub import AudioSegment
 import gc
 import time
 
-# Logging setup (mevcut)
+# Logging setup
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
-# Gradio JSON schema yaması (düzeltilmiş)
+# Gradio JSON schema patch
 original_json_schema_to_python_type = client_utils._json_schema_to_python_type
 
 def patched_json_schema_to_python_type(schema: Any, defs: Optional[dict] = None) -> str:
@@ -53,7 +53,6 @@ device = "cuda" if torch.cuda.is_available() else "cpu"
 use_autocast = device == "cuda"
 logger.info(f"Using device: {device}")
 
-
 # ROFORMER_MODELS and OUTPUT_FORMATS
 ROFORMER_MODELS = {
     "Vocals": {
@@ -148,7 +147,7 @@ ROFORMER_MODELS = {
 
 OUTPUT_FORMATS = ['wav', 'flac', 'mp3', 'ogg', 'opus', 'm4a', 'aiff', 'ac3']
 
-# CSS (unchanged from provided version)
+# CSS (unchanged)
 CSS = """
 body {
     background: linear-gradient(to bottom, rgba(45, 11, 11, 0.9), rgba(0, 0, 0, 0.8)), url('/content/logo.jpg') no-repeat center center fixed;
@@ -217,21 +216,22 @@ button:hover {
 .compact-dropdown {
     padding: 8px 12px !important;
     border-radius: 8px !important;
-    border: 2px solid #ff6b6b !important; /* Match previous style */
-    background: rgba(46, 26, 71, 0.7) !important; /* Match previous style */
-    color: #e0e0e0 !important; /* Match previous style */
+    border: 2px solid #ff6b6b !important;
+    background: rgba(46, 26, 71, 0.7) !important;
+    color: #e0e0e0 !important;
     width: 100%;
     font-size: 1rem !important;
     transition: border-color 0.3s ease, box-shadow 0.3s ease !important;
     position: relative;
-    z-index: 100; /* Base z-index for dropdown */
+    z-index: 100;
 }
 .compact-dropdown:hover {
-    border-color: #ff8787 !important; /* Lighter shade for hover */
+    border-color: #ff8787 !important;
     box-shadow: 0 2px 8px rgba(255, 107, 107, 0.4) !important;
 }
 .compact-dropdown select, .compact-dropdown .gr-dropdown {
-    background: transparent !important;
+    background: transparent ! thận
+
     color: #e0e0e0 !important;
     border: none !important;
     width: 100% !important;
@@ -242,13 +242,13 @@ button:hover {
     -moz-appearance: none !important;
 }
 .compact-dropdown .gr-dropdown-menu {
-    background: rgba(46, 26, 71, 0.95) !important; /* Match previous style */
-    border: 2px solid #ff6b6b !important; /* Match previous style */
+    background: rgba(46, 26, 71, 0.95) !important;
+    border: 2px solid #ff6b6b !important;
     border-radius: 8px !important;
     color: #e0e0e0 !important;
     max-height: 300px !important;
     overflow-y: auto !important;
-    z-index: 300 !important; /* Ensure it stays above other elements */
+    z-index: 300 !important;
     width: 100% !important;
     opacity: 1 !important;
     visibility: visible !important;
@@ -258,7 +258,7 @@ button:hover {
     pointer-events: auto !important;
 }
 .compact-dropdown:hover .gr-dropdown-menu {
-    display: block !important; /* Ensure menu stays open on hover */
+    display: block !important;
 }
 .compact-dropdown .gr-dropdown-menu option {
     padding: 8px !important;
@@ -266,7 +266,7 @@ button:hover {
     background: transparent !important;
 }
 .compact-dropdown .gr-dropdown-menu option:hover {
-    background: rgba(255, 107, 107, 0.3) !important; /* Match hover effect */
+    background: rgba(255, 107, 107, 0.3) !important;
 }
 #custom-progress {
     margin-top: 10px;
@@ -563,7 +563,7 @@ def auto_ensemble_process(audio, model_keys, seg_size=128, overlap=0.1, out_form
         progress(0.9, desc="Running ensemble...")
         logger.info(f"Running ensemble with args: {ensemble_args}")
         try:
-            result = ensemble.ensemble_files(ensemble_args)
+            result = ensemble_files(ensemble_args)  # Correct function call
             if result is None or not os.path.exists(output_file):
                 raise RuntimeError(f"Ensemble failed, output file not created: {output_file}")
             logger.info(f"Ensemble completed, output: {output_file}")
@@ -614,8 +614,8 @@ def download_audio_wrapper(url, cookie_file):
 def create_interface():
     with gr.Blocks(title="🎵 SESA Fast Separation 🎵", css=CSS, elem_id="app-container") as app:
         gr.Markdown("<h1 class='header-text'>🎵 SESA Fast Separation 🎵</h1>")
-        gr.Markdown("**Note**: If YouTube downloads fail, upload an audio file directly or use a valid cookies file. [Cookie Instructions](https://github.com/yt-dlp/yt-dlp/wiki/Extractors#exporting-youtube-cookies)")
-        gr.Markdown("**Warning**: Audio files longer than 15 minutes are automatically split into chunks, which may require more time and resources.")
+        gr.Markdown("**Note**: If YouTube downloads fail, upload a valid cookies file or a local WAV file. [Cookie Instructions](https://github.com/yt-dlp/yt-dlp/wiki/Extractors#exporting-youtube-cookies)")
+        gr.Markdown("**Warning**: Audio files longer than 15 minutes are split into 5-minute chunks, which may increase processing time.")
         gr.Markdown("**ZeroGPU Notice**: Use up to 2 models for ensemble to avoid timeouts. For large tasks, upload a local WAV file.")
         with gr.Tabs():
             with gr.Tab("⚙️ Settings"):
@@ -653,7 +653,7 @@ def create_interface():
             with gr.Tab("🎚️ Auto Ensemble"):
                 with gr.Group(elem_classes="dubbing-theme"):
                     gr.Markdown("### Ensemble Processing")
-                    gr.Markdown("Note: If weights are not specified, equal weights (1.0) are applied to all models. Max 2 models recommended.")
+                    gr.Markdown("Note: If weights are not specified, equal weights (1.0) are applied. Max 2 models recommended to avoid ZeroGPU timeouts.")
                     with gr.Row():
                         ensemble_audio = gr.Audio(label="🎧 Upload Audio", type="filepath", interactive=True)
                         url_ensemble = gr.Textbox(label="🔗 Or Paste URL", placeholder="YouTube or audio URL", interactive=True)