Depends if your body weight is causing you high blood pressure, which has been known to exacerbate tinnitus symptoms.
Start exercising again and be sensible with your diet. Exercise is essential to a healthy life style - it will definitely help with your tinnitus and any related stress or anxiety. Lift weights, run, row, ride a bike, walk, anything. It's all good and the more you do it the better you will feel.