According to one of the authors on their group's GitHub, NaturalSpeech is being deployed exclusively for use on Microsoft Azure [1]. I might have missed a link, however, I think it's likely that NaturalSpeech 2 will follow the same path, seeing as the code and weights are seemingly not published.
[1] https://github.com/microsoft/NeuralSpeech/issues/40