Algorithm to remove vocal from sound track

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I want to remove vocals from mp3 sound tracks. I searched google, and tried few softwares but none of them are convincing. I am planning to read the mp3 file, get a waveform and remove the waveform that is above a specified limit.

do you have any suggestions on how to proceed.

-- Update

I just want code that can read mp3 file format. Are there any softwares??

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