13 lines
529 B
Markdown
13 lines
529 B
Markdown
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 |