In order to utilize algorithms developed for traditional or deep learning speech recognition models, our team structured our speech recognition platform for modularity and fast prototyping: Importance of data It should be no surprise that creating a system that transforms speech into its textual representation requires having (1) digital audio files and (2) transcriptions of the words that were spoken.