Thiago S. Gouvêa

Computer Science · Physical Sciences

7h-index437citations29works2.92yr avg
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Research Topics

Music and Audio Processing(12), Animal Vocal Communication and Behavior(6), Speech and Audio Processing(5), Neural dynamics and brain function(4), Speech Recognition and Synthesis(3)

Publications29 total

The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric
ArXiv.org·2026Open Access
The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric
arXiv (Cornell University)·2026Open Access
Intermediate-Task Transfer Learning for Bioacoustic Data
Lecture notes in computer science·2025
EcoScape Analyzer: A Tool for Performing Soundscape Analysis With Flexible Pipeline for Biodiversity Assessment
2025· 1 cited
Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets
2024· 1 cited
Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMs
arXiv (Cornell University)·2024· 1 citedOpen Access
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets
2024· 2 cited
LLM-enhanced Score Function Evolution for Causal Structure Learning
2024· 2 citedOpen Access
Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife
Ecological Informatics·2024· 28 citedOpen Access
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)
arXiv (Cornell University)·2024· 1 citedOpen Access
Active Learning in Multi-label Classification of Bioacoustic Data
Lecture notes in computer science·2024· 2 cited
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract)
Lecture notes in computer science·2024
Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data
Lecture notes in computer science·2024
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets
2023· 7 citedOpen Access
Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves
2023· 7 citedOpen Access
Developing Team Design Patterns for Hybrid Intelligence Systems
Frontiers in artificial intelligence and applications·2023· 5 citedOpen Access
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models
arXiv (Cornell University)·2023· 2 citedOpen Access
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space
arXiv (Cornell University)·2023· 1 citedOpen Access
Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions
Lecture notes in computer science·2023· 1 cited
Annotating Sound Events Through Interactive Design of Interpretable Features
Frontiers in artificial intelligence and applications·2022· 4 citedOpen Access
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Frequent Co-authors

Daniel Sonntag(19), Hannes Kath(14), Ivan Braga Campos(4), Ilira Troshani(4), Bengt Lüers(4), Tiago Monteiro(3), Asma Motiwala(3), Sofia Soares(3), Christian K. Machens(3), Joseph J. Paton(3), Patrícia Pereira Serafini(3), Estefânia Gastaldello Moreira(2), Torben Ott(2), Paul Masset(2), Ádám Kepecs(2), Helena Kaminami Morimoto(1), Maria José Sparça Salles de Faria(1), Daniela Cristina Ceccatto Gerardin(1), Plinio D. Favaro(1), Sérgio Ricardo de Jesus Oliveira(1)