Cross-Corpus Multilingual Speech Emotion Recognition: Amharic vs. Other Languages

Cross-Corpus Multilingual Speech Emotion Recognition: Amharic vs. Other Languages

In a conventional speech emotion recognition (SER) task, a classifier for a given language is trained on a pre-existing dataset for that same language. However, where training data for a language do not exist, data from other languages can be used instead. We experiment with cross-lingual and multil...

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Bibliographic Details
Main Authors: Ephrem Afele Retta, Richard Sutcliffe, Jabar Mahmood, Michael Abebe Berwo, Eiad Almekhlafi, Sajjad Ahmad Khan, Shehzad Ashraf Chaudhry, Mustafa Mhamed, Jun Feng
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
speech emotion recognition
multilingual
cross-lingual
feature extraction
Online Access:https://www.mdpi.com/2076-3417/13/23/12587

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