Moacir Antonelli Ponti

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Semantic Attributes

Global Features

Brazilian Portuguese

Top Venues

J. Inf. Data Manag.

Publications

Emanuele Luzio, Moacir Antonelli Ponti, Christian Ramirez Arevalo, Luis Argerich
Decoupling Decision-Making in Fraud Prevention through Classifier Calibration for Business Logic Action. CoRR (2024)
Edresson Casanova, Sandra M. Aluísio, Moacir Antonelli Ponti
TTS applied to the generation of datasets for automatic speech recognition. PROPOR (2024)
Gustavo Sutter Carvalho, Moacir Antonelli Ponti
Dendrogram distance: an evaluation metric for generative networks using hierarchical clustering. CoRR (2023)
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)
Leo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
Sketch-an-Anchor: Sub-epoch Fast Model Adaptation for Zero-shot Sketch-based Image Retrieval. CoRR (2023)
Amanda Hellen de Avellar Sarmento, Moacir Antonelli Ponti
A Cross-Dataset Study on the Brazilian Sign Language Translation. ICCV (Workshops) (2023)
Fábio Felix Dias, Moacir Antonelli Ponti, Milton Cezar Ribeiro, Rosane Minghim
Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species. CoRR (2023)
Rodolfo S. S. dos Santos, Moacir Antonelli Ponti, Kamila Rios da Hora Rodrigues
Analyzing College Student Dropout Risk Prediction in Real Data Using Walk-Forward Validation. BRACIS (1) (2023)
João Marcos Cardoso da Silva, Pedro Martelleto Bressane Rezende, Moacir Antonelli Ponti
Detecting and mitigating issues in image-based COVID-19 diagnosis. Healthcare AI and COVID-19 Workshop (2022)
Moacir Antonelli Ponti, Lucas de Angelis Oliveira, Juan Martín Román, Luis Argerich
Improving Data Quality with Training Dynamics of Gradient Boosting Decision Trees. CoRR (2022)
Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim
A classification and quantification approach to generate features in soundscape ecology using neural networks. Neural Comput. Appl. 34 (3) (2022)
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 (2022)
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) (2022)
Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim
Implementing simple spectral denoising for environmental audio recordings. CoRR (2022)
Damares Crystina Oliveira de Resende, Moacir Antonelli Ponti
Robust image features for classification and zero-shot tasks by merging visual and semantic attributes. Neural Comput. Appl. 34 (6) (2022)
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 (2021)
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)
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)
Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond. CoRR (2021)
Maristela Terto de Holanda, Daniel Cardoso Moraes de Oliveira, Moacir Antonelli Ponti
Frontmatter. J. Inf. Data Manag. 12 (1) (2021)
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)
Maristela Terto de Holanda, Daniel Cardoso Moraes de Oliveira, Moacir Antonelli Ponti
Editorial. J. Inf. Data Manag. 12 (1) (2021)
Tatiane Vieira Alves, Kamila Rios da Hora Rodrigues, Moacir Antonelli Ponti
Interactive protocol for acquisition of migraine diaries with a mobile app and machine learning data analysis. IHC (2021)
Fernando Pereira dos Santos, Gabriela Salvador Thumé, Moacir Antonelli Ponti
Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling. SIBGRAPI (2021)
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 (2021)
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 (2020)
Fernando Pereira dos Santos, Moacir Antonelli Ponti
Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter. CAIP (2) (2019)
Fernando Pereira dos Santos, Moacir Antonelli Ponti
Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification. SIBGRAPI (2019)
Fernando Pereira dos Santos, Leonardo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
Generalization of feature embeddings transferred from different video anomaly detection domains. CoRR (2019)
Fernando Pereira dos Santos, Moacir Antonelli Ponti
Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification. SIBGRAPI (2018)
Moacir Antonelli Ponti, Gabriel B. Paranhos da Costa
Como funciona o Deep Learning. CoRR (2018)
Gabriel Biscaro Cavallari, Leonardo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
Unsupervised representation learning using convolutional and stacked auto-encoders: a domain and cross-domain feature space analysis. CoRR (2018)
Rodrigo Fernandes de Mello, Moacir Antonelli Ponti, Carlos Henrique Grossi Ferreira
Computing the Shattering Coefficient of Supervised Learning Algorithms. CoRR (2018)
Tiago Santana de Nazaré, Gabriel de Barros Paranhos da Costa, Rodrigo Fernandes de Mello, Moacir Antonelli Ponti
Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks. SIBGRAPI (2018)
Moacir Antonelli Ponti
Relevance Image Sampling from Collection Using Importance Selection on Randomized Optimum-Path Trees. BRACIS (2017)
Rodrigo Fernandes de Mello, Martha Dais Ferreira, Moacir Antonelli Ponti
Providing theoretical learning guarantees to Deep Learning Networks. CoRR (2017)
Moacir Antonelli Ponti, Leonardo Sampaio Ferraz Ribeiro, Tiago Santana Nazaré, Tu Bui, John P. Collomosse
Everything You Wanted to Know about Deep Learning for Computer Vision but Were Afraid to Ask. SIBGRAPI Tutorials (2017)