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import gradio as gr | |
import librosa | |
from asr import transcribe, ASR_EXAMPLES, ASR_NOTE | |
# Define only English and Swahili languages | |
ASR_LANGUAGES = { | |
"eng": "English", | |
"swh": "Swahili", | |
} | |
# Speech-to-Text Interface | |
mms_transcribe = gr.Interface( | |
fn=transcribe, | |
inputs=[ | |
gr.Audio(), | |
gr.Dropdown( | |
[f"{k} ({v})" for k, v in ASR_LANGUAGES.items()], | |
label="Language", | |
value="eng English", | |
), | |
], | |
outputs="text", | |
examples=ASR_EXAMPLES, | |
title="Speech-to-Text", | |
description="Transcribe audio in either English or Swahili.", | |
article=ASR_NOTE, | |
allow_flagging="never", | |
) | |
# Main Gradio App | |
with gr.Blocks() as demo: | |
gr.Markdown("<p align='center' style='font-size: 20px;'>MMS Speech-to-Text</p>") | |
gr.HTML("<center>Convert speech to text in English and Swahili.</center>") | |
mms_transcribe.render() | |
if __name__ == "__main__": | |
demo.queue() | |
demo.launch() | |