Leveraging deep neural networks with nonnegative representations for improved environmental sound classification.
Victor BisotRomain SerizelSlim EssidGaël RichardPublished in: MLSP (2017)
Keyphrases
- neural network
- pattern recognition
- classification accuracy
- machine learning
- pattern classification
- training process
- classification scheme
- classification systems
- feature extraction
- support vector
- feature space
- feature vectors
- image classification
- classification method
- multi layer perceptron
- class labels
- unsupervised learning
- classification models
- feature set
- fuzzy logic
- preprocessing
- benchmark datasets
- classification algorithm
- model selection
- classification rules
- neural nets
- training set
- automatic classification
- objective function
- feature selection
- classification process
- learning vector quantization
- neyman pearson