ABSTRACT: Speaking with someone who has hearing issues is never simple. Without a doubt, sign language is the most effective means of communication for those who have difficulty hearing or speaking. Their integration with other people is enabled and made simpler. However, only the development of sign language is insufficient. There are many restrictions attached to this blessing. The sign movements typically become confusing and difficult to interpret for someone who has never learned sign language or learns it in a foreign language. This long-standing communication gap can now be closed because to the development of several approaches to automate the detection of sign motions. In this research, we offer a method for identifying signing languages that is based on American SignLanguage.

| DOI: 10.17148/IJIREEICE.2022.10904