markov-models/README.md

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Hidden Markov Models
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Speech recognition coursework focusing on training and analysing hidden markov models, main dev notebook [here](markov.ipynb).
![PDFs with observations marked](report/res/pdfs-w-obs.png)
Probability density functions with provided observations marked
![Occupation likelihoods](report/res/occupation-line.png)
Occupation likelihoods for each state through time
![Training iterations](report/res/iterated-pdfs.png)
Output Gaussian functions through 5 iterations of Baum-Welch training