With Savemedia, you can download the video from youtube and then convert it to MP3.
It always works: https://savemedia.com/
This one is also cool: http://www.videoconverterfactory.com/tips/savemedia-alternative.html
It's for windows and can download, convert and extract videos in batches directly.