The standards are a bit different for video and audio, so it isn't always a good idea to use them all interchangeably. However, the video requires higher standards, so you can always use video RCA cables for audio.
If the audio cables are made to high standards (which you cannot tell by how thick it is), then it would be fine for video use as well. My advice is to try it and see, if that is what one has.