Deep transfer learning for automatic speech recognition: Towards better generalization
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Title
Deep transfer learning for automatic speech recognition: Towards better generalization
Authors
Keywords
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Journal
KNOWLEDGE-BASED SYSTEMS
Volume 277, Issue -, Pages 110851
Publisher
Elsevier BV
Online
2023-07-29
DOI
10.1016/j.knosys.2023.110851
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- Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources
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- (2017) Peng Song IEEE Transactions on Affective Computing
- A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition
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- (2016) Chengyu Liu et al. PHYSIOLOGICAL MEASUREMENT
- Domain Adaptation for the Classification of Remote Sensing Data: An Overview of Recent Advances
- (2016) Devis Tuia et al. IEEE Geoscience and Remote Sensing Magazine
- Transfer learning using computational intelligence: A survey
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- Online Transfer Learning
- (2014) Peilin Zhao et al. ARTIFICIAL INTELLIGENCE
- Transfer learning for activity recognition: a survey
- (2013) Diane Cook et al. KNOWLEDGE AND INFORMATION SYSTEMS
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