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The core of my graduation project that uses convolutional neural networks to extract the vocal part from a song by removing the sound of musical instruments. The project is rather academic, it did not achieve too great real results, but this is expected. I'm not going to develop it further.
A course project for DA 623: Computing with Signals. We investigate the use of Non-negative Matrix Factorization for speaker diarization and source separation.