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.