markov-models/README.md

Hidden Markov Models
====================

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
initial skeleton 2020-12-10 21:43:15 +00:00			`Hidden Markov Models`
			`====================`

added a bit to report, bit of notebook formatting 2021-01-03 21:14:25 +00:00			`Speech recognition coursework focusing on training and analysing hidden markov models, main dev notebook [here](markov.ipynb).`
gathered resources, working on report 2021-01-01 18:53:11 +00:00
			`![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`