ACL RD-TEC 1.0 Summarization of P05-1042
Paper Title:
A DYNAMIC BAYESIAN FRAMEWORK TO MODEL CONTEXT AND MEMORY IN EDIT DISTANCE LEARNING: AN APPLICATION TO PRONUNCIATION CLASSIFICATION
A DYNAMIC BAYESIAN FRAMEWORK TO MODEL CONTEXT AND MEMORY IN EDIT DISTANCE LEARNING: AN APPLICATION TO PRONUNCIATION CLASSIFICATION
Authors: Karim Filali and Jeff Bilmes
Primarily assigned technology terms:
- algorithm
- approximation
- automatic learning
- bayesian network
- classification
- classifier
- clustering
- computational biology
- cross validation
- distance learning
- dynamic bayesian framework
- dynamic bayesian networks
- dynamic programming
- graphical model
- hmms
- language processing
- learning
- learning algorithm
- learning procedure
- levenshtein
- linking
- machine learning
- machine translation
- markov random fields
- maximum likelihood
- maximum likelihood optimization
- modeling
- natural language processing
- optimization
- parameter learning
- probability function
- processing
- pronunciation classification
- pruning
- recognition
- speech recognition
- speech recognition evaluation
- speech transcription
- statistical methods
- stochastic process
- structure learning
- transcription
- transducer
- transducer-based learning
- validation
- viterbi
- viterbi inference
Other assigned terms:
- alphabet
- annotation
- automata
- backoff
- bayesian framework
- biology
- case
- chunk
- classification rule
- classification task
- computational complexity
- conditional probabilities
- conditional probability
- context models
- dependency structures
- dictionary
- distribution
- edit distance
- empty string
- error rate
- events
- fact
- feature
- frame
- generative model
- graph edit distance
- implementation
- index
- interpolation
- joint probability
- levenshtein distance
- levenshtein edit distance
- lexicon
- likelihood
- logic
- mapping
- maps
- measure
- method
- model context
- model parameters
- natural language
- network structure
- noise
- phoneme
- probabilities
- probability
- probability distribution
- procedure
- process
- pronunciation
- pronunciation dictionary
- recognition evaluation
- recursion
- running time
- segments
- statistics
- stochastic model
- string edit distance
- subgraph
- substring
- surface form
- symbol
- symbols
- target string
- terms
- test set
- training
- training data
- transformation
- transposition
- word
- word model
- word sequence
- words
