Modeling Musical Emotion Dynamics with Conditional Random Fields.
Erik M. SchmidtYoungmoo E. KimPublished in: ISMIR (2011)
Keyphrases
- conditional random fields
- sequence labeling
- probabilistic model
- graphical models
- markov random field
- long range
- higher order
- maximum entropy
- hidden markov models
- random fields
- semi markov
- information extraction
- generative model
- crf model
- restricted boltzmann machine
- named entity recognition
- web page prediction
- pairwise
- markov models
- approximate inference
- contextual features
- protein fold recognition
- parameter learning
- image labeling
- structured prediction
- loopy belief propagation
- undirected graphical models
- response time
- data mining