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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()
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