Update app.py

app.py

@@ -4,12 +4,13 @@ from youtube_transcript_api import YouTubeTranscriptApi
 import re
 import tempfile
 import os
-from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq
+from transformers import WhisperProcessor, WhisperForConditionalGeneration
 import torch
+import librosa
 
 # Load the Whisper model and processor from Hugging Face
-processor = AutoProcessor.from_pretrained("openai/whisper-large-v3")
-model = AutoModelForSpeechSeq2Seq.from_pretrained("openai/whisper-large-v3")
+processor = WhisperProcessor.from_pretrained("openai/whisper-large-v2")
+model = WhisperForConditionalGeneration.from_pretrained("openai/whisper-large-v2")
 
 def transcribe_audio(file_path):
     # Load audio file