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