Update app.py

app.py

@@ -1,5 +1,5 @@
 import spaces
-
+from huggingface_hub import from_pretrained_fastai
 import gradio as gr
 import torch
 import torchaudio
@@ -9,6 +9,7 @@ import torchaudio.transforms as T
 import os
 from pathlib import Path
 
+repo_id = "NeerAbhy/Speech_recognotion_model"
 class TextTransform:
     def __init__(self):
         char_map_str = """
@@ -184,8 +185,8 @@ model = SpeechRecognitionModel(
         hparams['n_cnn_layers'], hparams['n_rnn_layers'], hparams['rnn_dim'],
         hparams['n_class'], hparams['n_feats'], hparams['stride'], hparams['dropout']
         )
-model = gr.load("NeerAbhy/Speech_recognotion_model", src = 'models')
-
+#model = gr.load("NeerAbhy/Speech_recognotion_model", src = 'models')
+model = from_pretrained_fastai(repo_id)
 def prediction(audio):
     valid_audio_transforms = torchaudio.transforms.MelSpectrogram(sample_rate = 16000)