Multiple speaker cadence is managed for translated conversations by separating a multi-speaker audio stream into single-speaker audio tracks containing one or more first language audio snippets organized according to a timing relationship as related in the multi-speaker audio stream, generating a pause relationship model by determining time relationships between the single-speaker snippets and assigning pause marker values denoting the each beginning and each ending of each mutual silence pause, collecting a translated language audio track corresponding to each single-speaker track, generating pause relationship controls according the pause relationship model, and producing a translated multi-speaker audio output including the translated tracks in which the translated snippets are related in time according to the pause relationship controls.