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import gradio as gr | |
import speech_recognition as sr | |
import moviepy.editor as mp | |
def get_youtube_transcript(link): | |
try: | |
# Download and convert the YouTube video to audio | |
video = mp.VideoFileClip(link) | |
video.audio.write_audiofile("audio.wav") | |
# Convert speech to text using Google Web Speech API | |
recognizer = sr.Recognizer() | |
with sr.AudioFile("audio.wav") as source: | |
audio = recognizer.record(source) | |
transcript = recognizer.recognize_google(audio) | |
return transcript | |
except Exception as e: | |
return "Transcription Error: Could not transcribe the video" | |
# Define the input and output components for Gradio | |
inputs = gr.inputs.Textbox(label="YouTube Video Link") | |
outputs = gr.outputs.Textbox() | |
# Create the Gradio interface | |
gr.Interface(fn=get_youtube_transcript, inputs=inputs, outputs=outputs, title="YouTube Video Transcriber").launch(debug=True) | |