254 commited on
Commit
1411414
·
verified ·
1 Parent(s): 1355102

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +34 -0
app.py ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import whisper
2
+ import gradio as gr
3
+ import time
4
+
5
+ # Load the Whisper model
6
+ model = whisper.load_model("base")
7
+
8
+ # Function to transcribe audio and return sentences with a delay
9
+ def transcribe_audio(audio):
10
+ # Transcribe the audio file
11
+ result = model.transcribe(audio.name)
12
+
13
+ # Split the transcription into sentences
14
+ sentences = result["text"].split(". ")
15
+
16
+ # Print each sentence on a new line with a short delay
17
+ output = []
18
+ for sentence in sentences:
19
+ if sentence.strip(): # Check if the sentence is not empty
20
+ output.append(sentence.strip() + ".")
21
+ time.sleep(2) # Add a short delay before printing the next sentence
22
+ return "\n".join(output)
23
+
24
+ # Gradio interface
25
+ interface = gr.Interface(
26
+ fn=transcribe_audio,
27
+ inputs=gr.Audio(source="upload", type="file"),
28
+ outputs="text",
29
+ title="Whisper Transcription with Delay",
30
+ description="Upload an audio file to transcribe and display each sentence with a short delay."
31
+ )
32
+
33
+ # Launch the Gradio app
34
+ interface.launch()