Resources - it-muslim/kaldi GitHub Wiki
Here some usefull resources to learn Kaldi:
- CMU Sphinx docs - a good introduction of main concepts. It is not Kaldi, but information is useful
- Kaldi tutorial Eleanor Chodroff
- Kaldi for Dummies tutorial
- Understanding of Kaldi data prparadion (i.e. folders data/train,test,dict,lang etc.)
- Another Kaldi tutorial with better descriptions
- Background methods, algorithms, etc. to be able to understand what kaldi does.
- MFCC (mel frequency cepstral coefficients) - this is used for feature creation
- EM - Expectation–maximization
- HMM - Hidden Markov Model
- GMM - Gaussian Mixture Model
- Language model
- OpenFST (weighted finite-state transducers) - http://www.openfst.org
- Распознавание речи. Классический подход
- Распознавание речи для чайников
- Kaldi notes
- Speech Processing for Machine Learning: Filter banks, Mel-Frequency Cepstral Coefficients (MFCCs) and What's In-Between