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Utilizing Singular Value Decomposition (SVD) for audio compression: Convert audio to spectrograms, apply SVD for dimension reduction, and reconstruct with Griffin-Lim. High compression, minimal quality loss.
Python notebooks done for the class Linear Computational Algebra
compressing photo using SVD
A demonstration of the use of SVD in image compression