14. An apparatus comprising: a processor, wherein the processor is operatively coupled to a speech to text engine; a memory operatively coupled to the processor; and a display operatively coupled to the processor and the memory; wherein the memory is configured to store audio and text files, wherein the processor is configured to fetch a big audio file from the memory and create a plurality of little audio files, wherein the processor is configured to obtain a big text file corresponding to the big audio file, wherein the processor is configured to generate a plurality of little text files using the big text file and endpointing metadata, wherein the processor is configured to link the plurality of little audio files and the plurality of little text files to create a plurality of audio-text training pairs that are displayed on the display, and wherein the processor is configured to transmit the plurality of audio-text training pairs to the speech to text engine for training a user audio profile.
14. An apparatus comprising: a processor, wherein the processor is operatively coupled to a speech to text engine; a memory operatively coupled to the processor; and a display operatively coupled to the processor and the memory; wherein the memory is configured to store audio and text files, wherein the processor is configured to fetch a big audio file from the memory and create a plurality of little audio files, wherein the processor is configured to obtain a big text file corresponding to the big audio file, wherein the processor is configured to generate a plurality of little text files using the big text file and endpointing metadata, wherein the processor is configured to link the plurality of little audio files and the plurality of little text files to create a plurality of audio-text training pairs that are displayed on the display, and wherein the processor is configured to transmit the plurality of audio-text training pairs to the speech to text engine for training a user audio profile. 15. The apparatus of claim 14 further comprising a text editor operatively coupled to the processor, wherein the text editor is configured to edit the text of the plurality of audio-text training pairs.