No you won't, indicated airspeed stays the same, groundspeed however, will increase.
Another example, if you fly along at 50mph in a piper cub, no wind. Your airpseed indicator will read 50mph and your groundspeed will be 50mph. Now if you have a headwind of 50mph, your airpseed indicator still indicates 50mph, your groundspeed will be zero, ie hangin still to someoone standing on the ground but you will not stall, it will happily just hang there in the air to an observer on the ground.