Update app.py

app.py

@@ -7,7 +7,7 @@ from scipy.spatial.distance import cosine
 import librosa
 import torchaudio
 import gradio as gr
-import noisereduce as nr  # Ensure this package is installed (e.g., via pip install noisereduce)
+import noisereduce as nr 
 
 # Import WavLM components from Hugging Face
 from transformers import WavLMForXVector, Wav2Vec2FeatureExtractor
@@ -251,6 +251,8 @@ class ForensicSpeakerVerification:
 
     # Initialize the system
 speaker_verification = ForensicSpeakerVerification()
+
+# GRADIO
 with gr.Blocks(theme=gr.themes.Soft()) as demo:
     gr.Markdown(
         """