Browsing Comunicaciones by Author "Zubiaga Amar, Irune"

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      Mental Health Monitoring from Speech and Language 

      Zubiaga Amar, Irune; Justo Blanco, Raquel ORCID; Menchaca, Ignacio; De Velasco Vázquez, Mikel ORCID (ISCA, 2022)
      Concern for mental health has increased in the last years due to its impact in people life quality and its consequential effect on healthcare systems. Automatic systems that can help in the diagnosis, symptom monitoring, ...
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      Multimodal feature evaluation and fusion for emotional well-being monitorization 

      Zubiaga Amar, Irune; Justo Blanco, Raquel ORCID (Springer, 2022-04-26)
      Mental health is a global issue that plays an important roll in the overall well-being of a person. Because of this, it is important to preserve it, and conversational systems have proven to be helpful in this task. This ...
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      Speech emotion recognition in Spanish TV Debates 

      Zubiaga Amar, Irune; Justo Blanco, Raquel ORCID; De Velasco Vázquez, Mikel ORCID; Torres Barañano, María Inés ORCID (ISCA, 2022)
      Emotion recognition from speech is an active field of study that can help build more natural human-machine interaction systems. Even though the advancement of deep learning technology has brought improvements in this task, ...
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      SPIN at MentalRiskES 2023: Transformer-Based Model for Real-Life Depression Detection in Messaging Apps 

      Zubiaga Amar, Irune; Justo Blanco, Raquel ORCID (CEUR-WS, 2023)
      Depression is a prevalent and severe mental health condition that significantly impacts global population, causing personal suffering and reduced quality of life. Its symptoms are often visible on social media and digital ...