feat(remove\_noise.sh): add script to extract, clean and re-insert audio from .mp4 files with noise reduction and normalization
This script does the following: 1. Extracts audio from all .mp4 files using ffmpeg. 2. Takes the first second of the first extracted audio file as a noise sample using SoX. 3. Applies noise reduction and normalization filters to each audio file using SoX. 4. Re-insertes the cleaned audio back into the corresponding videos using ffmpeg. 5. Removes the original audio files and the noise profile file.
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# 1. extract audio from all videos (assuming .mp4 videos).
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for FILE in *.mp4; do ffmpeg -i $FILE ${FILE%%.mp4}.wav; done
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# 2. use the first second of the first audio file as the noise sample.
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sox `ls *.wav | head -1` -n trim 0 1 noiseprof noise.prof
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# Replace with a specific noise sample file if the first second doesn't work for you:
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# sox noise.wav -n noiseprof noise.prof
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# 3. clean the audio with noise reduction and normalise filters.
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for FILE in *.wav; do sox -S --multi-threaded --buffer 131072 $FILE ${FILE%%.wav}.norm.wav noisered noise.prof 0.21 norm; done
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# 4. re-insert audio into the videos.
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# If you need to include an audio offset (+/- n seconds), add parameter "-itsoffset n" after the second -i parameter.
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for FILE in *.norm.wav; do ffmpeg -i ${FILE%%.norm.wav}.mp4 -i $FILE -c:v copy -c:a aac -strict experimental -map 0:v:0 -map 1:a:0 ${FILE%%.norm.wav}.sync.mp4; done
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# 5. Remove artefacts
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rm -f *.wav noise.prof
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# 6. That's it. You're done!
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