also, as an alternative to PCA, try ICA (independant component analysis). This will attempt to find non-gaussian sources in the data and might be worth seeing

also, as an alternative to PCA, try ICA (independant component analysis). This will attempt to find non-gaussian sources in the data and might be worth seeing if it can carve out more interesting portions of the sound.