Update scrach.py

scrach.py

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+# Adapted from from: https://huggingface.co/spaces/iSky/Speech-audio-to-text-with-grammar-correction/tree/main
+
+# Imports:
+import gradio as gr
+from transformers import pipeline
+
+# Load Interfaces:
+s2t = gr.Interface.load('huggingface/facebook/s2t-medium-librispeech-asr')
+grammar = gr.Interface.load('huggingface/prithivida/grammar_error_correcter_v1')
+
+
+# Audio Functions:
+def out(audio1,audio2):
+  if (audio1==None) and (audio2==None):
+    return "no audio","no audio"
+  elif audio1==None:
+
+    x=s2t(audio2)
+    return x, grammar(x)
+  else:
+    x=s2t(audio1)
+    return x, grammar(x)
+
+
+# Construct Interfaces:
+iface = gr.Interface(
+  fn=out, 
+  title="Speech Audio to text (with corrected grammar)",
+  description="2 possible input methods of audio file, transformed to text (as an output) and corrected grammar after(another output)!",
+  inputs=[gr.inputs.Audio(source="upload", type="filepath", label=None, optional=True),                                           
+          gr.inputs.Audio(source="microphone", type="filepath", label=None, optional=True)],
+  examples=[["Grammar-Correct-Sample.mp3"], ["Grammar-Wrong-Sample.mp3"],],
+  outputs=['text','text']
+)
+
+iface.launch(enable_queue=True,show_error=True)