You can download YouTube videos with the help of the YTD Downloader. The application allows you to download videos from Youtube including other video websites as well. Access the official website to obtain a download link. After conversion, you have the possibility to extract the audio stream to various audio file formats. You can do this from the Convert tab available within the software's interface.