System and method for providing speech recognition using personal vocabulary in a network environment

A method is provided in one example and includes receiving a media file and generating a text file based on the media file. The method includes identifying selected words within the text file based on a whitelist, the whitelist includes a plurality of designated words to be tagged. The selected words are compared to a group of words associated with an individual. One or more of the selected words are removed based on the selected words not being found in the group of words associated with the individual. In more specific embodiments, the method includes generating a resultant after removing one or more of the selected words, the resultant can be separated into fields that identify a title and an author associated with the resultant. At least one of the selected words that is removed is associated with a false positive associated with two words that phonetically sound similar.