Update app.py

app.py

@@ -1,10 +1,21 @@
+from nemo.collections.asr.models import ASRModel
+import torch
 import gradio as gr
-from huggingface_hub import InferenceClient
+import spaces
+import gc
+import shutil
+from pathlib import Path
+from pydub import AudioSegment
+import numpy as np
 import os
+import gradio.themes as gr_themes
+import csv
 
-# Replace 'YOUR_API_TOKEN' with your actual Hugging Face API token
-os.environ["HUGGING_FACE_HUB_TOKEN"] = "HF_TOKEN"
-client = InferenceClient("nvidia/parakeet-tdt-0.6b-v2")
+device = "cuda" if torch.cuda.is_available() else "cpu"
+MODEL_NAME="nvidia/parakeet-tdt-0.6b-v2"
+
+model = ASRModel.from_pretrained(model_name=MODEL_NAME)
+model.eval()
 
 
 def respond(