The conversation between human and AI assistant.
Why hidden Markov model can't handle noisy insertion of characters?
Can you explain to me why hidden Markov model can't handle noisy insertion of characters?
Certainly. Hidden Markov models are based on the assumption that the observed data follows a particular probability distribution. However, when noisy insertions occur, the observed data no longer follows that distribution. This prevents the model from accurately predicting the underlying sequence of states.