Projects
UNICAMP · CPQD · INSPIRE
Our research on speech technologies for Brazilian public services focuses on expressive and accessible speech synthesis, robust speech recognition across regional accents and dialects, and computationally efficient models. The proposed collaboration with CPQD aims to support more inclusive, personalized voice-based interactions between citizens and digital public services.
FAPESP · RECOD.ai
Within HORUS, we investigate techniques for detecting synthetic and manipulated audio, including AI-generated speech. This work contributes to methods for identifying increasingly realistic synthetic media and assessing the reliability of audio content.
FAPESP · Science Center for Development
We explore multimodal data synthesis and world-modeling approaches for urban digital twins. The research aims to support simulations of extreme flooding scenarios and computational tools for urban planning and resilience.
Museu do Ipiranga
We investigate image-processing and AI methods for extracting metadata from digitized cultural collections, particularly handwritten documents. The work supports digital preservation, access to historical materials, and intelligent tools for cultural heritage.
UNICAMP · H.IAAC
How does perceptual intelligence emerge from multimodal signals? How can world models, cognitive architectures, and signal synthesis support intelligent systems? These questions guide our research within the broader H.IAAC initiative.
FAPESP · BI0S · Methods track
Within the Methods track, we investigate applied machine-learning approaches and computational methods for artificial intelligence. The work contributes methodological perspectives to interdisciplinary research.
FAPESP
We contributed data-visualization and exploratory-analysis methods to investigate relationships between extreme climate events and human health, supporting interdisciplinary research on climate adaptation.
FAPESP
This project explored how cognitive abilities can develop through interactive multimodal learning, combining sensory information and prior knowledge in robotic agents. The work helped establish research directions later pursued in perceptual intelligence and cognitive architectures.
Publications
IEEE Transactions on Affective Computing
Cognitive Systems Research
Cognitive Systems Research
Anais do XXXIII Congresso de Iniciação Científica da Unicamp
Universidade Estadual de Campinas (UNICAMP), Instituto de Computação
GENEA Workshop 2025
Interspeech 2025
Anais Estendidos da XXXVIII Conference on Graphics, Patterns and Images (SIBGRAPI 2025)
Proceedings of the 5th Symposium on Security and Privacy in Speech Communication
IEEE Open Journal of Signal Processing
Cognitive Systems Research
Journal of Intelligent & Robotic Systems
Proceedings of PROPOR 2024
ICMI '24 Companion
Archives of Disease in Childhood
ICMI '24 Companion
Universidade Estadual de Campinas
Anais do XXXI Congresso de Iniciação Científica da Unicamp
ICMI '23 Companion Publication
IEEE Transactions on Affective Computing
Anais do XXXI Congresso de Iniciação Científica da Unicamp
Revista Internacional de Extensão da UNICAMP
Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
Journal of Visual Communication and Image Representation
Revista Eletrônica de Iniciação Científica em Computação
Intelligent Systems (BRACIS 2022)
Pattern Analysis and Applications
Proceedings of the 2022 Symposium on Internet of Things (SIoT)
European Scientific Journal
11th ISCA Speech Synthesis Workshop (SSW 11)
2021 ASABE Annual International Virtual Meeting
Anais do XXIX Congresso de Iniciação Científica da Unicamp
Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
Revista Brasileira de Meteorologia
Proceedings of SPIE, 17th International Symposium on Medical Information Processing and Analysis
Universidade Estadual de Campinas
Computer Vision -- ECCV 2020 Workshops
2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG)
Proceedings of the 25th International Conference on Intelligent User Interfaces (IUI ’20)
2019 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG)
Proceedings of the 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
Blucher Design Proceedings
Proceedings of the 31st Conference on Graphics, Patterns and Images (SIBGRAPI)
Anais do XXIII Workshop sobre Educação em Computação (WEI 2015)
Universidade Estadual de Campinas (UNICAMP), Faculdade de Engenharia Elétrica e de Computação
Patents
Universidade Estadual de Campinas
Patent no. BR1020240200640 · 2024
Universidade Estadual de Campinas (UNICAMP)
Patent no. BR 102015020030-7 · 2023
Universidade Estadual de Campinas (UNICAMP)
Patent no. PI 0903935-0 · 2011
Software
Zenodo
Version 0.2.1 · 2026
Data
Repositório de Dados de Pesquisa da Unicamp
Version V1 · 2025