When communicating, "with that being said" is a commonly used phrase to signal a change in topic or to further emphasize a point. However, using the same phrase repeatedly can become monotonous and unvaried in speech or writing. To add more variety to your vocabulary, there are synonyms that can be used interchangeably such as "having said that", "nevertheless", "in spite of that", "nonetheless", "even so", and "on the other hand". Incorporating these synonyms can make you sound more articulate and expressive while avoiding cliche or overused phrases. Using synonyms can help improve your language skills and enhance your communication style.