A web crowdsourcing framework for transfer learning and personalized Speech Emotion Recognition

A web crowdsourcing framework for transfer learning and personalized Speech Emotion Recognition

Speech Emotion Recognition (SER) is an important part of Affective Computing and emotionally aware Human–Computer Interaction. Emotional expression may vary depending on the language, culture, and the speaker’s personality and vocal attributes. Speaker-adaptive systems can address this issue. In rea...

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Bibliographic Details
Main Authors: Nikolaos Vryzas, Lazaros Vrysis, Rigas Kotsakis, Charalampos Dimoulas
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Machine Learning with Applications
Subjects:
Speech Emotion Recognition
Transfer learning
Crowdsourcing
Convolutional neural networks
VGGish
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000669

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