Arnaldo Candido Jr.

According to our database, Arnaldo Candido Jr. authored at least 48 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task.

Gabriel Lino Garcia, Pedro Henrique Paiola, Luis Henrique Morelli, Giovani Candido, Arnaldo Cândido Júnior, Danilo Samuel Jodas, Luis C. S. Afonso, Ivan Rizzo Guilherme, Bruno Elias Penteado, João Paulo Papa

CoRR, 2024

Portal NURC-SP: Design, Development, and Speech Processing Corpora Resources to Support the Public Dissemination of Portuguese Spoken Language.

Ana Carolina Rodrigues, Alessandra A Macedo, Arnaldo Candido Jr., Flaviane Romani Fernandes Svartman, Giovana M. Craveiro, Marli Quadros Leite, Sandra M. Aluísio, Vinícius G. dos Santos, Vinícius Garcia

Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024

Accent Classification is Challenging but Pre-training Helps: a case study with novel Brazilian Portuguese datasets.

Ariadne Matos, Gustavo Araújo, Arnaldo Cândido Júnior, Moacir Ponti

Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024

2023

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, September, 2023

Yin Yang Convolutional Nets: Image Manifold Extraction by the Analysis of Opposites.

Augusto Seben da Rosa, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior

CoRR, 2023

Evaluating OpenAI's Whisper ASR for Punctuation Prediction and Topic Modeling of life histories of the Museum of the Person.

Lucas Rafael Stefanel Gris, Ricardo Marcacini, Arnaldo Cândido Júnior, Edresson Casanova, Anderson da Silva Soares, Sandra Maria Aluísio

CoRR, 2023

CML-TTS: A Multilingual Dataset for Speech Synthesis in Low-Resource Languages.

Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Anderson da Silva Soares, Arlindo R. Galvão Filho

Proceedings of the Text, Speech, and Dialogue - 26th International Conference, 2023

Evaluation of Speech Representations for MOS Prediction.

Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Lucas R. S. Gris, Anderson da Silva Soares, Arlindo R. Galvão Filho

Proceedings of the Text, Speech, and Dialogue - 26th International Conference, 2023

Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese.

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

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese.

Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, João Paulo Ramos Teixeira, Moacir Antonelli Ponti, Sandra M. Aluísio

Lang. Resour. Evaluation, 2022

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

CoRR, 2022

Bringing NURC/SP to Digital Life: the Role of Open-source Automatic Speech Recognition Models.

Lucas Rafael Stefanel Gris, Arnaldo Cândido Júnior, Vinícius G. dos Santos, Bruno A. Papa Dias, Marli Quadros Leite, Flaviane Romani Fernandes Svartman, Sandra M. Aluísio

CoRR, 2022

A single speaker is almost all you need for automatic speech recognition.

Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti

CoRR, 2022

PTL-AI Furnas Dataset: A Public Dataset for Fault Detection in Power Transmission Lines Using Aerial Images.

Frederico Santos de Oliveira, Marcelo de Carvalho, Pedro Henrique Tancredo Campos, Anderson da Silva Soares, Arnaldo Cândido Júnior, Ana Cláudia Rodrigues Da Silva Quirino

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Brazilian Portuguese Speech Recognition Using Wav2vec 2.0.

Lucas Rafael Stefanel Gris, Edresson Casanova, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior

Proceedings of the Computational Processing of the Portuguese Language, 2022

Super-Resolution Face Recognition: An Approach Using Generative Adversarial Networks and Joint-Learn.

Rafael Augusto de Oliveira, Michel Hanzen Scheeren, Pedro João Soares Rodrigues, Arnaldo Cândido Júnior, Pedro Luiz de Paula Filho

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Smart Data Driven System for Pathological Voices Classification.

Joana Fernandes, Arnaldo Cândido Júnior, Diamantino Freitas, João Paulo Teixeira

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Image Processing of Petri Dishes for Counting Microorganisms.

Marcela Marques Barbosa, Everton Schneider dos Santos, João Paulo Teixeira, Saraspathy Naidoo Terroso Gama de Mendonca, Arnaldo Cândido Júnior, Pedro Luiz de Paula Filho

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for Everyone.

Edresson Casanova, Julian Weber, Christopher Dane Shulby, Arnaldo Cândido Júnior, Eren Gölge, Moacir A. Ponti

Proceedings of the International Conference on Machine Learning, 2022

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

Leaf-Based Species Recognition Using Convolutional Neural Networks.

Willian Oliveira Pires, Ricardo Corso Fernandes, Pedro Luiz de Paula Filho, Arnaldo Cândido Júnior, João Paulo Teixeira

Proceedings of the Optimization, Learning Algorithms and Applications, 2021

SC-GlowTTS: An Efficient Zero-Shot Multi-Speaker Text-To-Speech Model.

Edresson Casanova, Christopher Shulby, Eren Gölge, Nicolas Michael Müller, Frederico Santos de Oliveira, Arnaldo Candido Jr., Anderson da Silva Soares, Sandra Maria Aluísio, Moacir Antonelli Ponti

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 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

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Using Natural Language Processing to Build Graphical Abstracts to be used in Studies Selection Activity in Secondary Studies.

Vinicius dos Santos, Érica Ferreira de Souza, Kátia Romero Felizardo, Willian Massami Watanabe, Arnaldo Cândido Júnior, Sandra Maria Aluísio, Nandamudi Lankalapalli Vijaykumar

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Using Open Information Extraction to Extract Relations: An Extended Systematic Mapping.

Vinicius dos Santos, Patrick Rodrigo da Silva, Erica Ferreira, Kátia Romero Felizardo, Willian Massami Watanabe, Arnaldo Cândido Júnior, Giovani V. Meinerz, Sandra M. Aluísio, Nandamudi L. Vijaykumar

Proceedings of the XLVII Latin American Computing Conference, 2021

Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models.

Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, Lucas Rafael Stefanel Gris, Hamilton Pereira da Silva, Sandra Maria Aluísio, Moacir Antonelli Ponti

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Reducing efforts of software engineering systematic literature reviews updates using text classification.

Willian Massami Watanabe, Kátia Romero Felizardo, Arnaldo Candido Jr., Érica Ferreira de Souza, José Ede de Campos Neto, Nandamudi Lankalapalli Vijaykumar

Inf. Softw. Technol., 2020

End-To-End Speech Synthesis Applied to Brazilian Portuguese.

Edresson Casanova, Arnaldo Cândido Júnior, Frederico Santos de Oliveira, Christopher Shulby, João Paulo Teixeira, Moacir Antonelli Ponti, Sandra Maria Aluísio

CoRR, 2020

Speech2Phone: A Multilingual and Text Independent Speaker Identification Model.

Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Hamilton Pereira da Silva, Pedro Luiz de Paula Filho, Alessandro Ferreira Cordeiro, Victor de Oliveira Guedes, Sandra Maria Aluísio

CoRR, 2020

Automatic detection and classification of honey bee comb cells using deep learning.

Thiago S. Alves, Maria Alice Pinto, Paulo Ventura, Cátia J. Neves, David G. Biron, Arnaldo Cândido Júnior, Pedro Luiz de Paula Filho, Pedro João Rodrigues

Comput. Electron. Agric., 2020

2019

Conceptual Map Creation from Natural Language Processing: a Systematic Mapping Study.

Vinicius dos Santos, Érica Ferreira de Souza, Kátia Romero Felizardo, Willian Massami Watanabe, Nandamudi Lankalapalli Vijaykumar, Sandra Maria Aluizio, Arnaldo Cândido Júnior

Revista Brasileira de Informática na Educ., 2019

Transfer Learning with AudioSet to Voice Pathologies Identification in Continuous Speech.

Victor Guedes, Felipe Teixeira, Alessa Anjos de Oliveira, Joana Fernandes, Letícia Silva, Arnaldo Cândido Júnior, João Paulo Teixeira

Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

2018

Classification of Control/Pathologic Subjects with Support Vector Machines.

Felipe L. Teixeira, Joana Fernandes, Vitor Guedes, Arnaldo Cândido Júnior, João Paulo Teixeira

Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

Long Short Term Memory on Chronic Laryngitis Classification.

Vitor Guedes, Arnaldo Cândido Júnior, Joana Fernandes, Felipe L. Teixeira, João Paulo Teixeira

Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

Harmonic to Noise Ratio Measurement - Selection of Window and Length.

Joana Fernandes, Felipe L. Teixeira, Vitor Guedes, Arnaldo Cândido Júnior, João Paulo Teixeira

Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

2017

A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese.

Leandro Borges dos Santos, Magali Sanches Duran, Nathan Siegle Hartmann, Arnaldo Candido Jr., Gustavo Henrique Paetzold, Sandra Maria Aluísio

Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

2015

Portal Min@s: Uma Ferramenta Geral de Apoio ao Processamento de Córpus de Propósito Geral (Portal Min@s: A General Purpose Support Tool for Corpora Processing).

Arnaldo Cândido Júnior, Thiago Lima Vieira, Marcel Serikawa, Matheus Antonio Ribeiro Silva, Régis Zangirolami, Sandra Maria Aluísio

Proceedings of the 10th Brazilian Symposium in Information and Human Language Technology, 2015

2013

Biderectional language analysis in syntactic simplification of portuguese texts focused on digital accessibility.

Arnaldo Cândido Júnior

PhD thesis, 2013

2012

Rhetorical Move Detection in English Abstracts: Multi-label Sentence Classifiers and their Annotated Corpora.

Carmen Dayrell, Arnaldo Candido Jr., Gabriel Lima, Danilo Machado Jr., Ann A. Copestake, Valéria Delisandra Feltrim, Stella E. O. Tagnin, Sandra M. Aluísio

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2011

Towards an on-demand Simple Portuguese Wikipedia.

Arnaldo Candido Jr., Ann A. Copestake, Lucia Specia, Sandra Maria Aluísio

Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies, 2011

2010

Adapting Web content for low-literacy readers by using lexical elaboration and named entities labeling.

Willian Massami Watanabe, Arnaldo Cândido Júnior, Marcelo Adriano Amâncio, Matheus de Oliveira, Thiago Alexandre Salgueiro Pardo, Renata Pontin de Mattos Fortes, Sandra M. Aluísio

New Rev. Hypermedia Multim., 2010

SIMPLIFICA: a tool for authoring simplified texts in Brazilian Portuguese guided by readability assessments.

Carolina Scarton, Matheus de Oliveira, Arnaldo Cândido Júnior, Caroline Gasperin, Sandra M. Aluísio

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 2, 2010, Los Angeles, California, USA, 2010

2009

Building a Corpus-based Historical Portuguese Dictionary: Challenges and Opportunities.

Arnaldo Cândido Júnior, Sandra M. Aluísio

Trait. Autom. des Langues, 2009

Simplifica: a simplified texts web authoring system.

Arnaldo Cândido Júnior, Matheus de Oliveira, Sandra Maria Aluísio

Proceedings of the XV Brazilian Symposium on Multimedia and the Web, 2009

Facilita: reading assistance for low-literacy readers.

Willian Massami Watanabe, Arnaldo Cândido Júnior, Vinícius Rodrigues de Uzêda, Renata Pontin de Mattos Fortes, Thiago Alexandre Salgueiro Pardo, Sandra M. Aluísio

Proceedings of the 27th Annual International Conference on Design of Communication, 2009

Supporting the Adaptation of Texts for Poor Literacy Readers: a Text Simplification Editor for Brazilian Portuguese.

Arnaldo Candido Jr., Erick Galani Maziero, Lucia Specia, Caroline Gasperin, Thiago A. S. Pardo, Sandra M. Aluísio

Proceedings of the Fourth Workshop on Innovative Use of NLP for Building Educational Applications, 2009

2008

Procorph: um sistema de apoio à criação de dicionários históricos.

Arnaldo Cândido Júnior, Sandra Maria Aluísio

Proceedings of the Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web, 2008