Do the said clips play audio OK when viewed in Media Player?
If so, try importing the clips into a Windows Movie Maker project first.
Check you can still hear the audio in the Movie Maker project
Then export the Movie Maker project as a DVI AVI file.
Then import the DV AVI file into Elements
Elements may just be being fussy.....