SE&R 2022
Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese

Table of Contents

• Preface
  Summary: There were 5 papers submitted for peer-review for this workshop. Out of these, 5 papers were accepted. One paper has been included in this volume to describe the shared-tasks of the SE&R Workshop.

Session 1: Overview of the SE&R Shared-Tasks

• Overview of the Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese (S&ER) Shared-tasks at PROPOR 2022 1-8
  Ricardo Marcacini, Arnaldo Candido Junior, Edresson Casanova

Session 2: Regular Papers

• Domain Specific Wav2vec 2.0 Fine-tuning for the SE&R 2022 Challenge 9-14
  Alef Iury Siqueira Ferreira, Gustavo dos Reis Oliveira
• Pretrained Audio Neural Networks for Speech Emotion Recognition in Portuguese 15-24
  Marcelo Matheus Gauy, Marcelo Finger
• Transfer Learning and Data Augmentation Techniques Applied to Speech Emotion Recognition in SE&R 2022 25-36
  Caroline Alves, Bruno Carlotto, Bruno Dias, Anátale Garcia, Bruno Gianesi, Renan Izaias, Maria Luiza Morais, Paula Oliveira, Vinícius Santos, Rafael Sicoli, Flaviane Fernandes Svartman, Sandra Aluisio, Sidney Leal
• Speech Emotion Recognition in Portuguese for SofiaFala: SER SofiaFala 37-41
  Alexander Scaranti, Douglas Antonio Rodrigues Silva, Fernando Meloni, Alessandra Alaniz Macedo
• Transductive Ensemble Learning with Graph Neural Network for Speech Emotion Recognition 42-48
  Eliton Scardin Perin, Edson Takashi Matsubara