If it is from monitoring, go to Edit > Advanced Audio Properties and check that your audio sources are set to "monitoring off" and not "monitor and output".
If it is from duplicate sources, check Settings > Audio and make sure you don't have the same device enabled more than once, or better yet, disable ALL the audio sources in Settings > Audio and add audio sources explicitly to each scene, that way you can be absolutely sure there are no duplicates.