Click Messenger and select Preferences.
Select "Messages".
Un-check "Enable Audibles" to disable them completely. Or, leave it checked and adjust the options to show (or turn off) captions or hear (or turn off) audio as you wish.
Click OK.
You can come back anytime and re-check "Enable Audibles" to enable the feature.