Transfer Learning based Audio Classification for a noisy and speechless recordings detection task, in a classroom context.
Mohamed El HajjiMorgane DanielLucile GelinPublished in: SLaTE (2019)
Keyphrases
- transfer learning
- text classification
- machine learning
- cross domain learning
- learning tasks
- machine learning algorithms
- labeled data
- knowledge transfer
- transfer knowledge
- cross domain
- video recordings
- label information
- audio visual
- decision trees
- class labels
- reinforcement learning
- support vector
- cross domain text classification
- active learning
- structure learning
- domain adaptation
- text categorization
- semi supervised learning
- semi supervised
- model selection
- manifold alignment
- learning environment
- supervised learning
- text mining
- collaborative filtering
- learning algorithm
- feature extraction
- similarity measure
- training data
- multi task learning
- object recognition
- data analysis
- feature space
- multi task
- context sensitive
- pairwise
- feature vectors
- logistic regression
- multi class