Clicking the Emails option in the left hand panel of the event dashboard.
Click on Edit and send to view the email templates for the event.
You will see the list of email templates. Those that are sent out automatically are under the Automatic emails header. Uncheck the checkbox under Activated to disable the chosen email template.