CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks.
Gasper BegusPublished in: CoRR (2020)
Keyphrases
- prior knowledge
- sensory data
- learning models
- missing information
- expert knowledge
- experimental data
- data sets
- background knowledge
- network structure
- prior information
- raw data
- test data
- learned models
- end users
- input data
- information sources
- hidden variables
- sensor data
- data sources
- historical data
- generative model
- statistical methods
- temporal information
- learning algorithm
- active learning
- unsupervised learning
- information transfer
- connectionist networks
- measurement data
- training data
- data analysis
- multiple types
- statistical information
- learning process
- probabilistic model
- probability distribution
- data points
- structural information
- supervised learning
- computer systems
- multimedia data
- domain experts
- domain knowledge
- network model
- sensitive information
- natural language text
- power law
- keywords
- accurate models
- linguistic information