Vocal Separations refers to the problem of trying to separate vocals from the instrumentals in a song in order to produce an acappella that contains only vocal or an instrumental track containing only the instruments. Over the years, this has been a problem of greats interest for musicians as well as researcher studying Music Information Retrieval (MIR). Karaoke Generator allows the user to quickly and efficiently get the instrumental track. All that is required by the user is to upload the chosen music file and the application will remove the vocal track and return the track without vocal. The Project was able to extract the instrumental from the song but was not 100% accurate as there were still the presence of noise from the vocal.