hashcovid commited on
Commit
59dcce5
1 Parent(s): f7165e7

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +24 -0
app.py ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ from transformers import pipeline
3
+ import gradio as gr
4
+
5
+ # Create a pipeline for speech recognition using the chosen model
6
+ pipe = pipeline(model="tarteel-ai/whisper-base-ar-quran",
7
+ use_auth_token=os.environ["HF_TARTEEL_TOKEN"]) # change to "your-username/the-name-you-picked"
8
+
9
+ # Define a function that transcribes audio using the pipeline
10
+ def transcribe(audio):
11
+ text = pipe(audio)["text"]
12
+ return text
13
+
14
+ # Create an interface for real-time speech recognition
15
+ iface = gr.Interface(
16
+ fn=transcribe,
17
+ inputs=gr.Audio(source="microphone", type="filepath"),
18
+ outputs="text",
19
+ title="Whisper Base for Quranic Arabic",
20
+ description="Realtime demo for Quran speech recognition using a fine-tuned Whisper base model.",
21
+ )
22
+
23
+ # Launch the interface
24
+ iface.launch()