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import gradio as gr | |
import speech_recognition as sr | |
def transcribe_audio(audio_file): | |
recognizer = sr.Recognizer() | |
# Load the audio file | |
with sr.AudioFile(audio_file) as source: | |
audio_data = recognizer.record(source) | |
try: | |
# Transcribe the audio data | |
text = recognizer.recognize_google(audio_data) | |
return text | |
except sr.UnknownValueError: | |
return "Google Speech Recognition could not understand audio" | |
except sr.RequestError as e: | |
return f"Could not request results from Google Speech Recognition service; {e}" | |
# Create the Gradio interface | |
iface = gr.Interface( | |
fn=transcribe_audio, | |
inputs="audio", | |
outputs="text", | |
title="Voice to Text Converter", | |
description="Upload an audio file and get the transcribed text." | |
) | |
# Launch the interface | |
iface.launch() |