Finding the pitch value of a note
You may need to ignore the transients between stable pitches (for example, most consonants when singing lyrics) as these may be un-pitched sounds or noises, and thus confusing your pitch estimation algorithm.

The singer(s) may also be producing some vibrato, which should correctly show as pitch variations towards the end of some held notes.