Factorial Hidden Markov Models
GPTKB entity
Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
statistical analysis |
| gptkbp:application |
source separation
modeling complex temporal processes multi-speaker speech modeling |
| gptkbp:characterizedBy |
factorial structure
multiple independent Markov chains shared observation process |
| gptkbp:describedBy |
Factorial Hidden Markov Models (Ghahramani and Jordan, 1997)
|
| https://www.w3.org/2000/01/rdf-schema#label |
Factorial Hidden Markov Models
|
| gptkbp:inferenceMethod |
gptkb:Markov_Chain_Monte_Carlo
variational inference expectation propagation |
| gptkbp:introduced |
gptkb:Zoubin_Ghahramani
|
| gptkbp:introducedIn |
1997
|
| gptkbp:relatedTo |
gptkb:Hidden_Markov_Model
gptkb:Dynamic_Bayesian_Network Switching State-Space Model |
| gptkbp:subclassOf |
gptkb:Hidden_Markov_Model
|
| gptkbp:usedIn |
speech recognition
time series analysis bioinformatics |
| gptkbp:bfsParent |
gptkb:Ghahramani_and_Jordan,_1997
|
| gptkbp:bfsLayer |
8
|