SVD on really large matrices

[lmflores79]

I'm trying to implement ICA in JAVA with audio files so I need to compute the SVD on really large matrices. By "large matrices" I'm talking about millions of columns given that each second of the audio file contains about 44,000 samples which would equal to 44,000 columns and I need to handle several minutes.

Would this library be a good fit for this.

Thakns