Dr. Seuss eventually accepted that everyone rhymed his name with "Mother Goose." But a colleague once wrote of the family name;

You're wrong as the deuce
And you shouldn't rejoice
If you're calling him Seuss.
He pronounces it Soice.

Outside of the family the first consonant is a hard "Z."

Dante