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ORCIDMarcelo Finger
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Publications
- 2024
[i15]Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger:
Discriminant audio properties in deep learning based respiratory insufficiency detection in Brazilian Portuguese. CoRR abs/2405.17569 (2024)- [i14]Marcelo Matheus Gauy, Natalia Hitomi Koza, Ricardo Mikio Morita, Gabriel Rocha Stanzione, Arnaldo Cândido Júnior, Larissa Cristina Berti, Anna Sara Shafferman Levin, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger:
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation. CoRR abs/2407.20989 (2024) - 2023
- [c55]Marcelo Matheus Gauy
, Larissa Cristina Berti, Arnaldo Candido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger:
Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese. AIME 2023: 271-275 - 2022
- [i6]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:
Interpretability Analysis of Deep Models for COVID-19 Detection. CoRR abs/2211.14372 (2022) - 2021
- [c50]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:
Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech. ACL/IJCNLP (Findings) 2021: 625-633 - [c49]Edresson Casanova, Arnaldo Candido Jr., Ricardo Corso Fernandes Junior, Marcelo Finger, Lucas Rafael Stefanel Gris, Moacir Antonelli Ponti, Daniel Peixoto Pinto da Silva:
Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021. Interspeech 2021: 446-450
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