Agustín Gravano

Fusion Approaches for Emotion Recognition from Speech Using Acoustic and Text-Based Features

In this paper, we study different approaches for classifying emotions from speech using acoustic and text-based features. We propose to obtain contextualized word embeddings with BERT to represent the information contained in speech transcriptions and show that this results in better performance tha…