Here powerful command line tool for convert video to mp3 audio.

The basic command is:

ffmpeg -i filename.mp4 filename.mp3

or

ffmpeg -i video.mp4 -b:a 192K -vn music.mp3

Download FFmpeg libs: Download FFmpeg