Tiago Fernandes Tavares

PreprintTiago F. Tavares, Fabio Ayres, Paris Smaragdis, "Diagnosing Neural Convergence with Topological Alignment Spectra". https://arxiv.org/abs/2411.08687 (Accepted at IJCNN 2026) [Code] Copy text · Copy BibTeX

PreprintTiago Fernandes Tavares, "LogiPart: Local Large Language Models for Data Exploration at Scale with Logical Partitioning". https://arxiv.org/abs/2509.22211 (Accepted at IJCNN 2026) [Code] Copy text · Copy BibTeX

PreprintTiago Fernandes Tavares, Fábio José Ayres, "Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT". arXiv. 10.48550/ARXIV.2501.03769 Copy text · Copy BibTeX

ConferenceTiago Fernandes Tavares, Fabio José Ayres, Zhepei Wang, Paris Smaragdis, "On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning". ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 10.1109/ICASSP49660.2025.10888245 Copy text · Copy BibTeX

ConferenceTiago Fernandes Tavares, Luciano Pereira Soares, "Automated Formative Feedback for Short-form Writing: An LLM-Driven Approach and Adoption Analysis". 2025 International Joint Conference on Neural Networks (IJCNN). 10.1109/IJCNN64981.2025.11229260 Copy text · Copy BibTeX

ConferenceTiago F. Tavares, Fábio Miranda, "Explorando o Gap de Gênero em Matemática no ENEM em Municípios Brasileiros como Indicativo de Potenciais Candidatas para Carreiras em Computação". Anais do XXXII Workshop sobre Educação em Computação (WEI 2024). 10.5753/wei.2024.3003 Copy text · Copy BibTeX

PreprintTiago Fernandes Tavares, Fabio Miranda, "Searching for winning study strategies for the Brazilian ENEM Exam". Center for Open Science. 10.35542/osf.io/mrwtd Copy text · Copy BibTeX

ConferenceTiago Fernandes Tavares, Marcio Fernando Stabile Jr., "Enhancing Learning Effectiveness with Online Educational Platforms: Insights from the Use of Prairie Learn in a Data Science Classroom". PAAE/ALE Copy text · Copy BibTeX

ConferenceZhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Fernandes Tavares, Fabio Ayres, Paris Smaragdis, "Unsupervised Improvement of Audio-Text Cross-Modal Representations". 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). 10.1109/WASPAA58266.2023.10248180 Copy text · Copy BibTeX

ConferenceTiago Fernandes Tavares, Lucas Bertoloto, "Air Drums, and Bass: Anticipating Musical Gestures in Accelerometer Signals with a Lightweight CNN". 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP). 10.1109/MLSP55844.2023.10285920 Copy text · Copy BibTeX

JournalTiago Fernandes Tavares, José Eduardo Fornari, "Finite State Machines with Data Paths in Visual Languages for Music". Computer Music Journal. 10.1162/comj_a_00688 Copy text · Copy BibTeX

JournalGeise Santos, Tiago Fernandes Tavares, Anderson Rocha, "Reliability and generalization of gait biometrics using 3D inertial sensor data and 3D optical system trajectories". Scientific Reports. 10.1038/s41598-022-12452-6 Copy text · Copy BibTeX

JournalAugusto Amstalden, Tiago Fernandes Tavares, Anésio Azevedo Costa Neto, Giovana Cardi Camarini, "Audiovisual interactive artwork via web-deployed software: Motus composes Homino-idea". REVISTA VÓRTEX. 10.33871/23179937.2022.10.1.6 Copy text · Copy BibTeX

JournalTiago Fernandes Tavares, "Open-set classification approaches to automatic bird song identification: towards non-invasive wildlife monitoring in Brazilian fauna". IEEE Latin America Transactions. 10.1109/TLA.2022.9904764 Copy text · Copy BibTeX

JournalGeise Santos, Marcelo Wanderley, Tiago Fernandes Tavares, Anderson Rocha, "A multi-sensor human gait dataset captured through an optical system and inertial measurement units". Scientific Data. 10.1038/s41597-022-01638-2 Copy text · Copy BibTeX

ConferenceGeise Santos, Johnty Wang, Carolina Brum, Marcelo M. Wanderley, Tiago Fernandes Tavares, Anderson Rocha, "Comparative Latency Analysis of Optical and Inertial Motion Capture Systems for Gestural Analysis and Musical Performance". NIME 2021. 10.21428/92fbeb44.51b1c3a1 Copy text · Copy BibTeX

ConferenceMarcio Albano H Ferreira, Tiago Fernandes Tavares, "Continuous Parameter Control Using an On/Off Sensor in the Augmented Handheld Triangle". Computer Music Multidisciplinary Research Copy text · Copy BibTeX

ConferenceTiago Fernandes Tavares, Thales Roel Pessanha, Gustavo Nishihara, Guilherme Zanchetta L. Ávila, "Alloy Sounds: Non-Repeating Sound Textures with Probabilistic Cellular Automata". Digital Audio Effects - DAFx Copy text · Copy BibTeX

ConferenceThales Roel Pessanha, Thiago Rossi Roque, Guilherme Zanchetta L. Ávila, Lucas B Pereira, Gabrielly Lima De Oliveira, Bruna C. M. Pinheiro, Renata F. P. P. Paulino, Tiago Fernandes Tavares, "InFracta: the Body as an Augmented Instrument in a Collaborative, Multi-Modal Piece". International Conference on Computer Music Copy text · Copy BibTeX