A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification.
Chieh-Chi KaoMing SunWeiran WangChao WangPublished in: CoRR (2020)
Keyphrases
- machine learning methods
- classification models
- preprocessing
- classification method
- classification schemes
- statistical models
- benchmark datasets
- model selection
- mathematical models
- significant improvement
- image classification
- probabilistic model
- machine learning algorithms
- classification systems
- event detection
- machine learning approaches
- robust classification
- classification algorithm
- classification accuracy
- training set
- machine learning
- cross validation
- text classification
- statistical tests
- feature space
- discriminative learning
- supervised learning algorithms
- models built
- unsupervised methods
- data sets