A comparison of neural network methods for unsupervised representation learning on the zero resource speech challenge.
Daniel RenshawHerman KamperAren JansenSharon GoldwaterPublished in: INTERSPEECH (2015)
Keyphrases
- neural network
- neural nets
- learning process
- supervised learning
- learning algorithm
- unsupervised learning
- empirical studies
- pattern recognition
- reinforcement learning
- learning systems
- self organizing maps
- machine learning methods
- feature construction
- methods require
- deep architectures
- active learning
- fuzzy logic
- prior knowledge
- decision trees
- feature maps
- feature hierarchies