I tried a quick fix without using commercial noise filters and only
PS.
1. In the Levels controls, move the white point (right side) arrow to the left until the paper goes white. Then move the middle arrow to the left to darken the text to taste.
2. Use Noise\Dust and scratches filter to taste to remove speckles.
and you end up with this: