Update app.py

app.py

@@ -3,15 +3,16 @@ from transformers import pipeline
 import spaces
 
 # Load the Whisper model from Hugging Face
-model = pipeline("automatic-speech-recognition", model="ylacombe/whisper-large-v3-turbo")
+model = pipeline("automatic-speech-recognition", model="ylacombe/whisper-large-v3-turbo", chunk_length_s=30, device=0)
 
 # Function to process audio input and transcribe it
 @spaces.GPU
 def transcribe(audio):
     # Load and preprocess the audio
-    transcription = model(audio)["text"]
+    transcription = model(audio,batch_size=1000, generate_kwargs={"task": "transcribe"}, return_timestamps=True)["text"]
     return transcription
 
+
 # Gradio interface
 interface = gr.Interface(
     fn=transcribe,