Low-resource Multi-task Audio Sensing for Mobile and Embedded Devices via Shared Deep Neural Network Representations.
Petko GeorgievSourav BhattacharyaNicholas D. LaneCecilia MascoloPublished in: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (2017)
Keyphrases
- embedded devices
- multi task
- mobile devices
- neural network
- multi task learning
- mobile commerce
- learning tasks
- embedded systems
- multiple tasks
- mobile phone
- mobile learning
- multi class
- gaussian processes
- feature selection
- transfer learning
- mobile applications
- sparse learning
- learning problems
- sensor networks
- context aware
- machine learning
- limited memory
- mobile technologies
- information gain
- probabilistic model
- real time
- data storage
- markov random field
- data streams
- learning environment
- unsupervised learning
- low cost
- text classification