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ORCIDArnaldo Candido Jr.
Arnaldo Cândido Júnior
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2020 – today
- 2024
[c34]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:
Portal NURC-SP: Design, Development, and Speech Processing Corpora Resources to Support the Public Dissemination of Portuguese Spoken Language. PROPOR 2024: 187-195- [c33]Ariadne Matos, Gustavo Araújo, Arnaldo Cândido Júnior, Moacir Ponti:
Accent Classification is Challenging but Pre-training Helps: a case study with novel Brazilian Portuguese datasets. PROPOR 2024: 364-373 - [i19]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:
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task. CoRR abs/2401.02909 (2024) - [i18]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) - [i17]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) - [i16]Augusto Seben da Rosa, Marlon Daniel Angeli, Jorge Aikes Junior, Alef Iury Ferreira, Lucas Rafael Stefanel Gris, Anderson da Silva Soares, Arnaldo Cândido Júnior, Frederico Santos de Oliveira, Gabriel Trevisan Damke, Rafael Teixeira Sousa:
No Saved Kaleidosope: an 100% Jitted Neural Network Coding Language with Pythonic Syntax. CoRR abs/2409.11600 (2024) - [i15]Rodrigo Lima, Sidney Evaldo Leal, Arnaldo Cândido Júnior, Sandra Maria Aluísio:
A Large Dataset of Spontaneous Speech with the Accent Spoken in São Paulo for Automatic Speech Recognition Evaluation. CoRR abs/2409.15350 (2024) - 2023
- [j7]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:
CORAA ASR: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese. Lang. Resour. Evaluation 57(3): 1139-1171 (2023) - [c32]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 - [c31]Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti:
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion. INTERSPEECH 2023: 1244-1248 - [c30]Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Anderson da Silva Soares, Arlindo R. Galvão Filho:
CML-TTS: A Multilingual Dataset for Speech Synthesis in Low-Resource Languages. TSD 2023: 188-199 - [c29]Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Lucas R. S. Gris, Anderson da Silva Soares, Arlindo R. Galvão Filho:
Evaluation of Speech Representations for MOS Prediction. TSD 2023: 270-282 - [i14]Lucas Rafael Stefanel Gris, Ricardo M. Marcacini, Arnaldo Cândido Júnior, Edresson Casanova, Anderson da Silva Soares, Sandra Maria Aluísio:
Evaluating OpenAI's Whisper ASR for Punctuation Prediction and Topic Modeling of life histories of the Museum of the Person. CoRR abs/2305.14580 (2023) - [i13]Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Lucas R. S. Gris, Anderson da Silva Soares, Arlindo R. Galvão Filho:
Evaluation of Speech Representations for MOS prediction. CoRR abs/2306.09979 (2023) - [i12]Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Anderson da Silva Soares, Arlindo R. Galvão Filho:
CML-TTS A Multilingual Dataset for Speech Synthesis in Low-Resource Languages. CoRR abs/2306.10097 (2023) - [i11]Augusto Seben da Rosa, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior:
Yin Yang Convolutional Nets: Image Manifold Extraction by the Analysis of Opposites. CoRR abs/2310.16148 (2023) - 2022
- [j6]Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, João Paulo Ramos Teixeira, Moacir Antonelli Ponti, Sandra M. Aluísio:
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese. Lang. Resour. Evaluation 56(3): 1043-1055 (2022) - [c28]Edresson Casanova, Julian Weber, Christopher Dane Shulby, Arnaldo Cândido Júnior, Eren Gölge, Moacir A. Ponti:
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for Everyone. ICML 2022: 2709-2720 - [c27]Joana Fernandes, Arnaldo Cândido Júnior, Diamantino Freitas, João Paulo Teixeira:
Smart Data Driven System for Pathological Voices Classification. OL2A 2022: 419-426 - [c26]Rafael Augusto de Oliveira, Michel Hanzen Scheeren, Pedro João Soares Rodrigues, Arnaldo Cândido Júnior, Pedro Luiz de Paula Filho:
Super-Resolution Face Recognition: An Approach Using Generative Adversarial Networks and Joint-Learn. OL2A 2022: 747-762 - [c25]Marcela Marques Barbosa, Everton Schneider dos Santos, João Paulo Teixeira, Saraspathy Naidoo Terroso Gama de Mendonca, Arnaldo Cândido Júnior, Pedro Luiz de Paula Filho:
Image Processing of Petri Dishes for Counting Microorganisms. OL2A 2022: 763-775 - [c24]Ricardo M. Marcacini, Arnaldo Candido Jr., Edresson Casanova:
Overview of the Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese (S&ER) Shared-tasks at PROPOR 2022. SE&R@PROPOR 2022: 1-8 - [c23]Lucas Rafael Stefanel Gris, Edresson Casanova, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior:
Brazilian Portuguese Speech Recognition Using Wav2vec 2.0. PROPOR 2022: 333-343 - [c22]Frederico Santos de Oliveira, Marcelo de Carvalho, Pedro Henrique Tancredo Campos, Anderson da Silva Soares, Arnaldo Cândido Júnior, Ana Cláudia Rodrigues Da Silva Quirino:
PTL-AI Furnas Dataset: A Public Dataset for Fault Detection in Power Transmission Lines Using Aerial Images. SIBGRAPI 2022: 7-12 - [e1]Ricardo M. Marcacini, Arnaldo Candido Jr., Edresson Casanova:
Proceedings of the Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese co-located with 15th edition of the International Conference on the Computational Processing of Portuguese (PROPOR 2022), Virtual Event, Fortaleza, Brazil, March 22, 2022. CEUR Workshop Proceedings 3175, CEUR-WS.org 2022 [contents] - [i10]Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti:
A single speaker is almost all you need for automatic speech recognition. CoRR abs/2204.00618 (2022) - [i9]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:
Bringing NURC/SP to Digital Life: the Role of Open-source Automatic Speech Recognition Models. CoRR abs/2210.07852 (2022) - [i8]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
- [c21]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 - [c20]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:
Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models. BRACIS (2) 2021: 572-585 - [c19]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:
Using Open Information Extraction to Extract Relations: An Extended Systematic Mapping. CLEI 2021: 1-10 - [c18]Vinicius dos Santos, Érica Ferreira de Souza, Kátia Romero Felizardo, Willian Massami Watanabe, Arnaldo Cândido Júnior, Sandra Maria Aluísio, Nandamudi Lankalapalli Vijaykumar:
Using Natural Language Processing to Build Graphical Abstracts to be used in Studies Selection Activity in Secondary Studies. SEAA 2021: 1-8 - [c17]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 - [c16]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:
SC-GlowTTS: An Efficient Zero-Shot Multi-Speaker Text-To-Speech Model. Interspeech 2021: 3645-3649 - [c15]Willian Oliveira Pires, Ricardo Corso Fernandes, Pedro Luiz de Paula Filho, Arnaldo Cândido Júnior, João Paulo Teixeira:
Leaf-Based Species Recognition Using Convolutional Neural Networks. OL2A 2021: 367-380 - [i7]Edresson Casanova, Christopher Shulby, Eren Gölge, Nicolas Michael Müller, Frederico Santos de Oliveira, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra Maria Aluísio, Moacir Antonelli Ponti:
SC-GlowTTS: an Efficient Zero-Shot Multi-Speaker Text-To-Speech Model. CoRR abs/2104.05557 (2021) - [i6]Lucas Rafael Stefanel Gris, Edresson Casanova, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior:
Brazilian Portuguese Speech Recognition Using Wav2vec 2.0. CoRR abs/2107.11414 (2021) - [i5]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:
CORAA: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese. CoRR abs/2110.15731 (2021) - [i4]Edresson Casanova, Julian Weber, Christopher Shulby, Arnaldo Cândido Júnior, Eren Gölge, Moacir Antonelli Ponti:
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone. CoRR abs/2112.02418 (2021) - 2020
- [j5]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:
Automatic detection and classification of honey bee comb cells using deep learning. Comput. Electron. Agric. 170: 105244 (2020) - [j4]Willian Massami Watanabe, Kátia Romero Felizardo, Arnaldo Candido Jr., Érica Ferreira de Souza, José Ede de Campos Neto, Nandamudi Lankalapalli Vijaykumar:
Reducing efforts of software engineering systematic literature reviews updates using text classification. Inf. Softw. Technol. 128: 106395 (2020) - [i3]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:
Speech2Phone: A Multilingual and Text Independent Speaker Identification Model. CoRR abs/2002.11213 (2020) - [i2]Edresson Casanova, Arnaldo Cândido Júnior, Frederico Santos de Oliveira, Christopher Shulby, João Paulo Teixeira, Moacir Antonelli Ponti, Sandra Maria Aluísio:
End-To-End Speech Synthesis Applied to Brazilian Portuguese. CoRR abs/2005.05144 (2020)
2010 – 2019
- 2019
- [j3]Vinicius dos Santos, Érica Ferreira de Souza, Kátia Romero Felizardo, Willian Massami Watanabe, Nandamudi Lankalapalli Vijaykumar, Sandra Maria Aluizio, Arnaldo Cândido Júnior:
Conceptual Map Creation from Natural Language Processing: a Systematic Mapping Study. Revista Brasileira de Informática na Educ. 27(3): 150-176 (2019) - [c14]Victor Guedes, Felipe Teixeira, Alessa Anjos de Oliveira, Joana Fernandes, Letícia Silva, Arnaldo Cândido Júnior, João Paulo Teixeira:
Transfer Learning with AudioSet to Voice Pathologies Identification in Continuous Speech. CENTERIS/ProjMAN/HCist 2019: 662-669 - 2018
- [c13]Vitor Guedes, Arnaldo Cândido Júnior, Joana Fernandes, Felipe L. Teixeira, João Paulo Teixeira:
Long Short Term Memory on Chronic Laryngitis Classification. CENTERIS/ProjMAN/HCist 2018: 250-257 - [c12]Felipe L. Teixeira, Joana Fernandes, Vitor Guedes, Arnaldo Cândido Júnior, João Paulo Teixeira:
Classification of Control/Pathologic Subjects with Support Vector Machines. CENTERIS/ProjMAN/HCist 2018: 272-279 - [c11]Joana Fernandes, Felipe L. Teixeira, Vitor Guedes, Arnaldo Cândido Júnior, João Paulo Teixeira:
Harmonic to Noise Ratio Measurement - Selection of Window and Length. CENTERIS/ProjMAN/HCist 2018: 280-285 - 2017
- [c10]Leandro Borges dos Santos, Magali Sanches Duran, Nathan Siegle Hartmann, Arnaldo Candido Jr., Gustavo Henrique Paetzold, Sandra Maria Aluísio:
A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. TSD 2017: 281-289 - [i1]Leandro Borges dos Santos, Magali Sanches Duran, Nathan Siegle Hartmann, Arnaldo Candido Jr., Gustavo H. Paetzold, Sandra M. Aluísio:
A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. CoRR abs/1705.07008 (2017) - 2015
- [c9]Arnaldo Cândido Júnior, Thiago Lima Vieira, Marcel Serikawa, Matheus Antonio Ribeiro Silva, Régis Zangirolami, Sandra Maria Aluísio:
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). STIL 2015: 69-73 - 2013
- [b1]Arnaldo Cândido Júnior:
Biderectional language analysis in syntactic simplification of portuguese texts focused on digital accessibility. University of São Paulo, Brazil, 2013 - 2012
- [c8]Carmen Dayrell, Arnaldo Candido Jr., Gabriel Lima, Danilo Machado Jr., Ann A. Copestake, Valéria Delisandra Feltrim, Stella E. O. Tagnin, Sandra M. Aluísio:
Rhetorical Move Detection in English Abstracts: Multi-label Sentence Classifiers and their Annotated Corpora. LREC 2012: 1604-1609 - 2011
- [c7]Arnaldo Candido Jr., Ann A. Copestake, Lucia Specia, Sandra Maria Aluísio:
Towards an on-demand Simple Portuguese Wikipedia. SLPAT 2011: 137-147 - 2010
- [j2]Willian Massami Watanabe, Arnaldo Cândido Júnior, Marcelo Adriano Amâncio, Matheus de Oliveira, Thiago Alexandre Salgueiro Pardo, Renata Pontin de Mattos Fortes, Sandra M. Aluísio:
Adapting Web content for low-literacy readers by using lexical elaboration and named entities labeling. New Rev. Hypermedia Multim. 16(3): 303-327 (2010) - [c6]Carolina Scarton, Matheus de Oliveira, Arnaldo Cândido Júnior, Caroline Gasperin, Sandra M. Aluísio:
SIMPLIFICA: a tool for authoring simplified texts in Brazilian Portuguese guided by readability assessments. NAACL (Demos) 2010: 41-44 - [c5]Willian Massami Watanabe, Arnaldo Cândido Júnior, Marcelo Adriano Amâncio, Matheus de Oliveira, Thiago Alexandre Salgueiro Pardo, Renata Pontin de Mattos Fortes, Sandra M. Aluísio:
Adapting web content for low-literacy readers by using lexical elaboration and named entities labeling. W4A 2010: 8
2000 – 2009
- 2009
- [j1]Arnaldo Cândido Júnior, Sandra M. Aluísio:
Building a Corpus-based Historical Portuguese Dictionary: Challenges and Opportunities. Trait. Autom. des Langues 50(2): 73-102 (2009) - [c4]Arnaldo Candido Jr., Erick Galani Maziero, Lucia Specia, Caroline Gasperin, Thiago A. S. Pardo, Sandra M. Aluísio:
Supporting the Adaptation of Texts for Poor Literacy Readers: a Text Simplification Editor for Brazilian Portuguese. BEA@NAACL 2009: 34-42 - [c3]Willian Massami Watanabe, Arnaldo Cândido Júnior, Vinícius Rodrigues de Uzêda, Renata Pontin de Mattos Fortes, Thiago Alexandre Salgueiro Pardo, Sandra M. Aluísio:
Facilita: reading assistance for low-literacy readers. SIGDOC 2009: 29-36 - [c2]Arnaldo Cândido Júnior, Matheus de Oliveira, Sandra Maria Aluísio:
Simplifica: a simplified texts web authoring system. WebMedia 2009: 46 - 2008
- [c1]Arnaldo Cândido Júnior, Sandra Maria Aluísio:
Procorph: um sistema de apoio à criação de dicionários históricos. WebMedia (Companion) 2008: 347-352
Coauthor Index
Sandra M. Aluísio
aka: Sandra Maria Aluísio
aka: Sandra Maria Aluísio
Christopher Shulby
aka: Christopher Dane Shulby
aka: Christopher Dane Shulby
João Paulo Teixeira 0002
aka: João Paulo Ramos Teixeira
aka: João Paulo Ramos Teixeira
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