Muscle does not weigh more than fat.
One pound of muscle equals one pound of fat, no more, no less.
However, one pound of muscle is significantly smaller than one pound of fat. = perhaps inches lost not but pounds lost. This is why it's good to take measurements and not rely on only the scale.
Here is a visual: