Transfer learning technologies have not been well explored in the scientific domain of audio signal processing. This chapter provides a brief introduction to transfer learning followed by a generic tool for feature space adaptation, which comprises a fundamental step toward the successful application of such technologies.
Transfer Learning for Generalized Audio Signal Processing / S. Ntalampiras - In: Handbook of Artificial Intelligence for Music : Foundations, Advanced Approaches, and Developments for Creativity / [a cura di] E. Reck Miranda. - [s.l] : Springer, 2021. - ISBN 9783030721152. - pp. 679-691 [10.1007/978-3-030-72116-9_23]
Transfer Learning for Generalized Audio Signal Processing
S. Ntalampiras
2021
Abstract
Transfer learning technologies have not been well explored in the scientific domain of audio signal processing. This chapter provides a brief introduction to transfer learning followed by a generic tool for feature space adaptation, which comprises a fundamental step toward the successful application of such technologies.
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