Comparison of semi-supervised deep learning algorithms for audio classification.
Léo CancesEtienne LabbéThomas PellegriniPublished in: EURASIP J. Audio Speech Music. Process. (2022)
Keyphrases
- semi supervised
- supervised learning
- learning algorithm
- unlabeled data
- machine learning algorithms
- machine learning
- active learning
- pattern recognition
- classification algorithm
- labeled and unlabeled data
- partially labeled data
- classification scheme
- semi supervised classification
- labeled data
- semi supervised learning
- training data
- generalization ability
- multimedia
- training samples
- classification accuracy
- deep architectures
- co training
- class labels
- feature selection
- unsupervised learning
- text classification
- support vector machine
- support vector
- decision tree learning
- machine learning methods
- learning tasks
- restricted boltzmann machine
- classification models
- kernel machines
- supervised classification
- feature space
- unlabeled samples
- reinforcement learning
- signal processing
- subspace learning
- image classification
- learning models
- incremental learning
- learning problems
- visual information
- support vector machine svm
- back propagation