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Speech Observation

Speech Observation - rare

Total overview video to watch before the class: 44 minutes divided into 4 parts for easier viewing. Here are the slides for these videos. In the first part, we're going to start building the hidden Markov model, but only get as far as deciding to use Gaussian Probability Density functions as the heart of the model and that will make us pause for thought and think about the features that we need to use with Gaussian Probability Density functions. So in this first part, going to introduce a rather challenging concept. And that's the idea of a generative model and we'll choose the Gaussian as our generative model for the features we have speech recognition. The main conclusion from that part will be that we don't want to model covariance that is, we're going to have a multivarite Gaussian - that's a Gaussian in a feature space that's multi-imensional: feature vectors extracted from each frame of speech. We would like to assume that there's no covariance between any pair of elements in the feature vector for the features that we've seen so far filterbank features that's not going to be true. Speech Observation

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