Hours of audio comprised of clean spoken sentences, zero noise, and uniform microphone quality is ideal.

Some of the predominant base data sets used for transfer learning, such as LJSpeech [1], are unfortunately noisy and non-uniform.

[1] https://keithito.com/LJ-Speech-Dataset/