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app.py

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+import gradio as gr
+from transformers import pipeline
+p = pipeline("automatic-speech-recognition")
+
+def transcribe(audio):
+    text = p(audio)["text"]
+    return text
+
+gr.Interface(
+    fn=transcribe,
+    inputs=gr.Audio(source="microphone", type="filepath"),
+    outputs="text").launch()

requirements.txt

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+torch
+transformers