The dispersion is particularly suitable as binder for soft hydrophilic nonwovens. The binder can be applied by spray, impregnation or foam. Temperatures above 150 C are necessary to achieve proper crosslinking. The binder provides good wet strength while the free formaldehyde content on the nonwoven remains low.