Abstract: Described herein are systems and methods for transforming a speech input into machine-interpretable structured data. In some embodiments, a system may include an automated speech recognition (ASR) engine configured to receive a live speech input and to continuously generate a text of the live speech input, a natural language processing (NLP) engine configured to transform the text into machine-interpretable structured data, and a user interface device configured to display the live speech input and a corresponding portion of the structured data in a predetermined order with respect to the structured data. In some embodiments, the method may include the steps of receiving a speech input with a speech capture component of a user interface device, generating a text from the speech input, identifying textual cues in the text, modifying the text based on the textual cues, and transforming the modified text into machine-interpretable structured data.