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  • Article
  • Open Access
2 Citations
4,314 Views
28 Pages

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

  • Alex Mares,
  • Gerardo Diaz-Arango,
  • Jorge Perez-Jacome-Friscione,
  • Hector Vazquez-Leal,
  • Luis Hernandez-Martinez,
  • Jesus Huerta-Chua,
  • Andres Felipe Jaramillo-Alvarado and
  • Alfonso Dominguez-Chavez

14 April 2025

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 PT...