Update app.py

app.py

@@ -1,41 +1,32 @@
-import cv2
 import gradio as gr
+import cv2
 import numpy as np
 import librosa
-# Load the video file
-cap = cv2.VideoCapture('video_file.mp4')
-# Check if the video has audio
-if cap.get(cv2.CAP_PROP_AUDIO_STATUS):
-   # Read the video frames
-   while True:
-       ret, frame = cap.read()
-       # Convert the frame to grayscale and apply thresholding
-       gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
-       _, thresh = cv2.threshold(gray, 100, 255, cv2.THRESH_BINARY)
 
-       # Display the resulting image
-       imshow("Thresholded Image", thresh)
-       # Check if the user presses the 'q' key
-       if cv2.waitKey(1) & 0xFF == ord('q'):
-           # Break out of the loop
-           break
-else:
-   print("No Audio Found")
+def process_video(video_file):
+    # Read the video file
+    cap = cv2.VideoCapture(video_file)
+    frames = []
+    while True:
+        ret, frame = cap.read()
+        if not ret:
+            break
+        frames.append(frame)
+    cap.release()
 
-# Release the video capture
-cap.release()
+    # Process the video frames and generate audio
+    # Your video processing and audio generation logic here
 
-# Load the audio file
-audio, sr = librosa.load('audio_file.wav')
+    # Save the new audio file
+    # Example: librosa.output.write_wav('output_audio.wav', new_audio, sr)
 
-# Generate a new audio file with the same duration as the video
-new_audio = np.zeros((len(frame), sr))
-for i in range(len(frame)):
-   # Calculate the time stamp for each pixel in the frame
-   t = (i * framerate) + start_time
-   
-   # Add the corresponding value from the audio signal to the new audio array
-   new_audio[i] = audio[int(t)]
+    return "Audio generated successfully"
 
-# Save the new audio file
-librosa.save('output_file.wav', new_audio, sr)
+iface = gr.Interface(
+    fn=process_video,
+    inputs="file",
+    outputs="text",
+    title="Video to Audio Generator",
+    description="Upload a video, analyze it, and generate audio"
+)
+iface.launch()