Conditional Random Fields in Speech, Audio, and Language Processing.
Eric Fosler-LussierYanzhang HePreethi JyothiRohit PrabhavalkarPublished in: Proc. IEEE (2013)
Keyphrases
- conditional random fields
- language processing
- human language
- broadcast news
- spoken language
- audio stream
- natural language processing
- information extraction
- audio visual
- human language technology
- natural language
- hidden markov models
- graphical models
- sequence labeling
- machine translation
- higher order
- crf model
- probabilistic model
- random fields
- markov random field
- knowledge representation
- speech recognition
- semantic segmentation
- named entity recognition
- pairwise
- maximum entropy
- semi markov
- generative model
- structured prediction
- audio features
- structured learning
- grammar induction
- markov networks
- speech signal
- training data
- error correcting output coding
- multi class
- undirected graphical models
- automatic speech recognition
- response time