Prefiltering to Avoid Aliasing
Let's look at a simple example: you have speech signal that has a sinusoidal noise component at 7 kHz.
If you sample this at 8 kHz without pre-filtering, the noise will alias down to 1kHz and contaminate your speech signal in a very important frequency region.
If you pre-filter at 4 kHz, the noise will be gone.