Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech. - Edresson Casanova; Lucas Gris; Augusto Camargo Neto; Daniel Peixoto Pinto da Silva; Murilo Gazzola; Ester C. Sabino; Anna Levin; Arnaldo Candido Jr.; Sandra M. Aluísio; Marcelo Finger (ACL/IJCNLP (Findings), 2021)

Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021. - Edresson Casanova; Arnaldo Candido Jr.; Ricardo Corso Fernandes Junior; Marcelo Finger; Lucas Rafael Stefanel Gris; Moacir Antonelli Ponti; Daniel Peixoto Pinto da Silva (Interspeech, 2021)

CORAA: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese. - Arnaldo Cândido Júnior; Edresson Casanova; Anderson da Silva Soares; Frederico Santos de Oliveira; Lucas Oliveira; Ricardo Corso Fernandes Junior; Daniel Peixoto Pinto da Silva; Fernando Gorgulho Fayet; Bruno Baldissera Carlotto; Lucas Rafael Stefanel Gris; Sandra Maria Aluísio (CoRR, 2021)

Interpretability Analysis of Deep Models for COVID-19 Detection. - Daniel Peixoto Pinto da Silva; Edresson Casanova; Lucas Rafael Stefanel Gris; Arnaldo Cândido Júnior; Marcelo Finger; Flaviane Romani Fernandes Svartman; Beatriz Raposo de Medeiros; Marcus Vinícius Moreira Martins; Sandra Maria Aluísio; Larissa Cristina Berti; João Paulo Teixeira 002 (CoRR, 2022)

CORAA ASR: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese. - Arnaldo Cândido Júnior; Edresson Casanova; Anderson da Silva Soares; Frederico Santos de Oliveira; Lucas Oliveira; Ricardo Corso Fernandes Junior; Daniel Peixoto Pinto da Silva; Fernando Gorgulho Fayet; Bruno Baldissera Carlotto; Lucas Rafael Stefanel Gris; Sandra Maria Aluísio (Lang. Resour. Evaluation, 2023)