Abosteet's picture
Create app.py
ea3625e verified
from transformers import pipeline
import gradio as gr
pipe = pipeline(model="Abosteet/XLSR-Wav2Vec2-arabic")
def transcribe(audio):
text = pipe(audio)["text"]
return text
iface = gr.Interface(
fn=transcribe,
inputs=gr.Audio(type="filepath"),
outputs="text",
title="The Arab XLSR Wav2Vec2",
description="Arabic speech recognition using a fine-tuned Wav2Vec2-XLSR-53 model on subsets from Arabic Speech Corpus and Common Voice 17.0 datasets.",
)
iface.launch(inline=False)