Spaces:
Build error
Build error
Add application file
Browse files
app.py
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import whisper
|
3 |
+
from pybraille import convertText
|
4 |
+
|
5 |
+
|
6 |
+
# Translate speech to braille
|
7 |
+
def speech_to_text(audio):
|
8 |
+
"""
|
9 |
+
|
10 |
+
:param audio: Speech data
|
11 |
+
:return: Transcript of speech data
|
12 |
+
"""
|
13 |
+
model = whisper.load_model('base')
|
14 |
+
|
15 |
+
return model.transcribe(audio)
|
16 |
+
|
17 |
+
|
18 |
+
def transcribe_audio(audio, store=None):
|
19 |
+
"""
|
20 |
+
|
21 |
+
:param audio: Speech data from gradio interface
|
22 |
+
:param store: Container for user data
|
23 |
+
:return: Detected language, transcript text, braille translation, session state
|
24 |
+
"""
|
25 |
+
if store is None:
|
26 |
+
store = {}
|
27 |
+
|
28 |
+
result = speech_to_text(audio)
|
29 |
+
store['transcription'] = result['text']
|
30 |
+
store['braille'] = convertText(store['transcription'])
|
31 |
+
|
32 |
+
return f"Detected language: {result['language']}", store[
|
33 |
+
'transcription'], store['braille'], store
|
34 |
+
|
35 |
+
|
36 |
+
# Setup gradio interface
|
37 |
+
title = "Speech to Braille Translator"
|
38 |
+
transcription_tb = gr.Textbox(label="Transcription", lines=10, max_lines=20)
|
39 |
+
detected_lang = gr.outputs.HTML(label="Detected Language")
|
40 |
+
transcription_braille = gr.Textbox(label="Braille", lines=10, max_lines=20)
|
41 |
+
|
42 |
+
state = gr.State({"transcription": ""})
|
43 |
+
|
44 |
+
demo = gr.Interface(fn=transcribe_audio,
|
45 |
+
inputs=[
|
46 |
+
gr.Audio(source="microphone", type="filepath",
|
47 |
+
streaming=False),
|
48 |
+
state
|
49 |
+
],
|
50 |
+
outputs=[
|
51 |
+
detected_lang,
|
52 |
+
transcription_tb,
|
53 |
+
transcription_braille,
|
54 |
+
state,
|
55 |
+
],
|
56 |
+
# live=True,
|
57 |
+
allow_flagging='never',
|
58 |
+
title=title,
|
59 |
+
)
|
60 |
+
|
61 |
+
# Launch gradio app
|
62 |
+
demo.launch()
|