The invention belongs to the technical field of application of computers, and provides a humming music reading method and 
system based on music note and duration modeling. According to the humming and music reading method and 
system based on the music note and duration modeling, a music theory gauss 
mixed model library comprising a music note and music 
pitch model set and a music note and duration 
model set is established, 
model parameter training is carried out on all the models in the music theory gauss 
mixed model library in advance through a music theory gauss 
mixed model training unit, and a music theory gauss mixed model 
library revaluation training unit can be selected to carry out revaluation training on 
model parameters. When humming music reading is carried out, music 
pitch characteristic extraction, music theory information decoding recognition, 
rhythm extraction and music theory 
processing and conversion are respectively carried out on collected user humming voice, and lastly, a standard music 
score is output. The humming music reading 
system is high in recognition rate, good in stability, adaptable to individual singing behavior characteristics and capable of serving as a creation assistant and a 
backup tool for 
professional staff and music lovers, and has popularization and application value and industrialization prospects.