Advancing Spanish Speech Emotion Recognition: A Comprehensive Benchmark of Pre-Trained Models

Feature extraction for speech emotion recognition (SER) has evolved from handcrafted techniques through deep learning methods to embeddings derived from pre-trained models (PTMs). This study presents the first comparative analysis focused on using PTMs for Spanish SER, evaluating six models—Whisper,...

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Bibliographic Details
Main Authors: Alex Mares, Gerardo Diaz-Arango, Jorge Perez-Jacome-Friscione, Hector Vazquez-Leal, Luis Hernandez-Martinez, Jesus Huerta-Chua, Andres Felipe Jaramillo-Alvarado, Alfonso Dominguez-Chavez
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
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Online Access:https://www.mdpi.com/2076-3417/15/8/4340
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