Is speed directly related to weight?

I ask this because I'm 195 lbs and in 11th grade and wanted to know if at my weight I could get faster or do I need to drop some weight (MOSTLY MUSCLE). What are some things that will give me a speed boost? I've been targeting my quads hams glutes and calves whe doing lower body workouts.