Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations.
Salah ZaiemTitouan ParcolletSlim EssidPublished in: CoRR (2024)
Keyphrases
- fine tuning
- learning algorithm
- learning process
- neural nets
- feature representations
- incremental learning
- benchmark datasets
- learning systems
- prior knowledge
- general purpose
- data mining techniques
- knowledge acquisition
- viable alternative
- significant improvement
- background knowledge
- reinforcement learning
- explanation based generalization
- support vector machine
- multiple representations
- e learning
- language acquisition
- learning models
- qualitative and quantitative
- active learning
- machine learning methods
- mobile learning
- machine learning
- machine learning algorithms
- labeled data
- generative model