- Introduction to Hidden Markov Models (HMMs) (4 hours)
- The model
- Decoding
- Training
- Labels
- Applications of HMMs (4 hours)
- The PRED-TMBB method
- Detailed examples using JUCHMME
- Extensions of HMMs (4 hours)
- Methods that condition on previous observations
- Hidden Neural Networks
- Detailed examples using JUCHMME
- Semisupervised methods for HMMs (4 hours):
- The self-training method
- Variants of the method
- Detailed examples using JUCHMME
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