Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Tiago H. Falk (CoRR, 2022)

Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (ICASSP, 2023)

An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild" Edge Applications. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Tiago H. Falk (CoRR, 2023)

On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications. - Vamsikrishna Chemudupati; Marzieh S. Tahaei; Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (CoRR, 2023)

On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild". - Arthur Pimentel; Heitor R. Guimarães; Anderson R. Avila; Mehdi Rezagholizadeh; Tiago H. Falk (CoRR, 2023)

VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Tiago H. Falk (ICASSP, 2024)

Efficient Audio Deepfake Detection using WavLM with Early Exiting. - Arthur Pimentel; Yi Zhu 011; Heitor R. Guimarães; Tiago H. Falk (WIFS, 2024)

An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (CoRR, 2024)

Q-CAST Mobility: Multipath Routing Protocol for Mobile Quantum Networks. - Diego Medeiros de Abreu; Arthur Pimentel; Antônio J. G. Abelém (IWCMC, 2025)