The MP4 format
MP4 is the most common video format: phone videos, downloads and most websites use it. It holds a video track and, usually, an audio track.
To keep only the sound of a video (music, an interview, a lecture), there is no need to keep the picture: an MP3 file is much lighter and plays everywhere.