Active Learning for Sound Event Classification using Monte-Carlo Dropout and PANN Embeddings.
Stepan ShishkinDanilo HollosiSimon DocloStefan GoetzePublished in: DCASE (2021)
Keyphrases
- monte carlo
- active learning
- monte carlo simulation
- importance sampling
- markov chain
- classification accuracy
- supervised learning
- monte carlo methods
- markovian decision
- selective sampling
- feature space
- monte carlo tree search
- text classification
- dimensionality reduction
- feature vectors
- adaptive sampling
- random sampling
- training set
- temporal difference
- game tree search
- support vector
- global illumination
- feature extraction
- decision trees
- particle filter
- confidence intervals