Given a sequence of MFCCs i.e. the audio, we want to know what the sequence of phonemes was.They are related to Markov chains, but are used when the observations dont tell you exactly what state you are in.To fully explain things, we will first cover Markov chains, then we will introduce scenarios where HMMs must be used.There will also be a slightly more mathematicalalgorithmic treatment, but Ill try to keep the intuituve understanding front and foremost.
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