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Progressive distribution adapted neural networks for cross-corpus speech emotion recognition

In this paper, we investigate a challenging but interesting task in the research of speech emotion recognition (SER), i.e., cross-corpus SER. Unlike the conventional SER, the training (source) and testing (target) samples in cross-corpus SER come from different speech corpora, which results in a fea...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yuan Zong, Hailun Lian, Jiacheng Zhang, Ercui Feng, Cheng Lu, Hongli Chang, Chuangao Tang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2022-09-01
Schriftenreihe:Frontiers in Neurorobotics
Schlagworte:
cross-corpus speech emotion recognition
speech emotion recognition
deep transfer learning
domain adaptation
deep learning
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fnbot.2022.987146/full
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