Update app.py
Browse files
app.py
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@@ -1,17 +1,8 @@
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# Install dependencies if not already done in your environment
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# pip install transformers torch gtts ffmpeg-python
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from transformers import pipeline
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from gtts import gTTS
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import subprocess
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import streamlit as st
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uploaded_file = st.file_uploader("Upload a video file", type=["mp4"])
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if uploaded_file is not None:
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with open("input_video.mp4", "wb") as f:
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f.write(uploaded_file.getbuffer())
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main("input_video.mp4")
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# Step 1: Extract Text from Audio using Hugging Face Transformers
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def extract_text_from_audio(audio_path):
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# Load the ASR pipeline from Hugging Face with a Whisper-like model
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@@ -51,7 +42,7 @@ def add_voice_over_to_video(video_path, audio_path, output_video_path="output_vi
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subprocess.run(ffmpeg_command)
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print(f"Final video with voice-over saved as {output_video_path}")
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# Run the complete process
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def main(video_path):
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# Step 1: Extract text from video/audio
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text = extract_text_from_audio(video_path)
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@@ -63,5 +54,11 @@ def main(video_path):
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# Step 3: Add voice-over to the video
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add_voice_over_to_video(video_path, audio_path)
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#
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from transformers import pipeline
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from gtts import gTTS
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import subprocess
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import streamlit as st
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# Step 1: Extract Text from Audio using Hugging Face Transformers
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def extract_text_from_audio(audio_path):
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# Load the ASR pipeline from Hugging Face with a Whisper-like model
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subprocess.run(ffmpeg_command)
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print(f"Final video with voice-over saved as {output_video_path}")
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# Step 4: Run the complete process
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def main(video_path):
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# Step 1: Extract text from video/audio
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text = extract_text_from_audio(video_path)
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# Step 3: Add voice-over to the video
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add_voice_over_to_video(video_path, audio_path)
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# Streamlit interface to upload video file
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uploaded_file = st.file_uploader("Upload a video file", type=["mp4"])
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if uploaded_file is not None:
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with open("input_video.mp4", "wb") as f:
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f.write(uploaded_file.getbuffer())
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# Call the main function after video is uploaded
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main("input_video.mp4")
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