【ZJU-Machine Learning】Simple speech recognition

Insert image description here

Solution

Insert image description here

Main idea

Insert image description here

Insert image description here

Difficulty: We don’t know how long a certain action takes, so we need to introduce time parameters

The Markov hypothesis states that aij has nothing to do with time, and the state at the next moment is only related to the state at the previous moment.

Insert image description here
aij can also be defined as
Insert image description here
meaning that the state at the next moment is only related to the state at any previous moment (multi-step Markov chain), which increases the complexity of the problem and model. The first form (single-step Markov chain) is adopted here. Kov chain).

three questions

Insert image description here
Insert image description here
A simple algorithm for problem 1

Insert image description here


Insert image description here
Insert image description here
Insert image description here
Insert image description here
Insert image description here

Insert image description here
Insert image description here
Insert image description here
Insert image description here
Insert image description here
Insert image description here

Guess you like

Origin blog.csdn.net/qq_45654306/article/details/113919467