Resurrecting this because I had the same issue, but solved it.
The audio HAS to be converted into a 16bit format, or it will not sound right in UE4. If you import a file that was exported as 32, it will sound distorted.
I used Sony Vegas to export my file into a 48000 16 bit Stereo PCM and it sounds perfect now.