This document contains a set of interviews that were conducted in textual form with composers and musicians who participated in the research project "Machine-Learning Assisted Music Composition". The participants were asked to use the machine-learning-based software "Latent Timbre Synthesis" to create a short musical composition. The interviews were conducted after the compositions had been created and served to purpose of evaluating how the software influences the compositional process. The project has been funded through the Scientific Exchanges program of the Swiss National Science Foundation (Grant number: IZSEZ0_190757).