Graph of HMM

Graphical representation of structure of Hidden Markov Model (HMM)

Note that none of the observations point to each other. They are only dependent on the hidden states $S_i$. Also, the states are a Markov chain.

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References

This picture is from @sucar2020 Markov chain Probabilistic Graphical Model (PGM)