https://www.sri.com/publication/speech-natural-language-pubs/a-lognormal-tied-mixture-model-of-pitch-for-prosody-based-speaker-recognition/
We develop a statistical model of pitch that allows unbiased estimation of pitch statistics from pitch tracks which are subject to doubling and/or halving.
mixture modellognormaltiedpitchprosody