Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing

The papers in this special section focus on self-supervised learning for speech and audio processing. A current trend in the machine learning community is the adoption of self-supervised approaches to pretrain deep networks. Self-supervised learning utilizes proxy-supervised learning tasks (or prete...

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Veröffentlicht in:	IEEE journal of selected topics in signal processing 2022-10, Vol.16 (6), p.1174-1178
Hauptverfasser:	Lee, Hung-Yi, Watanabe, Shinji, Livescu, Karen, Mohamed, Abdelrahman, Sainath, Tara
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation models Audio systems Cognitive tasks Data models Machine learning Predictive models Representation learning Segments Self-supervised learning Special issues and sections Speech Speech enhancement Speech processing Speech recognition
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