Speaker recognition is a technology that aims to recognize or confirm the identity of an individual depend on their characteristics of voice. With rising of cloud computing popularity, the field of speaker recognition has also witnessed significant advancements. Cloud computing offers a scalable and flexible infrastructure that can handle the processing needs for requirements of speaker recognition systems. This review paper provides an overview of the speaker recognition literatures on using cloud computing. It explores the various techniques, architectures, and challenges associated with implementing speaker recognition systems in the cloud. Additionally, it discusses the benefits and constraints of cloud-based solutions and highlights future research directions in this domain. In this review paper concentrated on the cloud computing applications in the speaker recognition field. The analysis and synthesis of the various studies and research conducted in this area have shed light on the potential benefits and challenges associated with leveraging cloud computing for speaker recognition systems.