Abstract - The aim of this thesis work is to develop an automatic digital voice recognition program for English and convert to natural languages in wireless multimedia personal networks. The main purpose of this thesis work is to develop and implement Speaker Free Speech Recognition for sending Hands-Free and giving the user a Hands-Free application using GSM or Bluetooth technologies and system applications. Voice or speech recognition is the ability of a machine or program to receive and interpret commands or to understand and execute human speech commands. It allows us to communicate information effectively. Although online text and video resources greatly enhance the ability to communicate with one another through computer technology, speech is the first tool of communication used by humans for communication. This brief summary aims to set the context for subsequent conversations in one of the human language technologies: speech recognition (stated). Human languages are very different from machine languages. Speech recognition can also serve as a form of input. This can be very useful when one’s hands or eyes are busy.