Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems. - Anderson R. Avila; Milton Orlando Sarria-Paja; Francisco J. Fraga; Douglas D. O'Shaughnessy; Tiago H. Falk (INTERSPEECH, 2014)

Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech. - Anderson R. Avila; Benjamin Cauchi; Stefan Goetze; Simon Doclo; Tiago H. Falk (IWAENC, 2016)

Speech emotion recognition on mobile devices based on modulation spectral feature pooling and deep neural networks. - Anderson R. Avila; João Monteiro 002; Douglas D. O'Shaughnessy; Tiago H. Falk (ISSPIT, 2017)

Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition. - Anderson R. Avila; Md. Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (INTERSPEECH, 2018)

Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems. - Rishabh Gupta; Anderson R. Avila; Tiago H. Falk (QoMEX, 2018)

Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks. - Anderson R. Avila; Shruti Rajendra Kshirsagar; Abhishek Tiwari 003; Daniel Lafond; Douglas D. O'Shaughnessy; Tiago H. Falk (EUSIPCO, 2019)

Non-intrusive Speech Quality Assessment Using Neural Networks. - Anderson R. Avila; Hannes Gamper; Chandan K. A. Reddy; Ross Cutler; Ivan Tashev; Johannes Gehrke (ICASSP, 2019)

Blind Channel Response Estimation for Replay Attack Detection. - Anderson R. Avila; Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (INTERSPEECH, 2019)

Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity. - Anderson R. Avila; Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (QoMEX, 2019)

On the use of the i-vector speech representation for instrumental quality measurement. - Anderson R. Avila; Jahangir Alam 001; Douglas D. O'Shaughnessy; Tiago H. Falk (Qual. User Exp., 2020)

Non-intrusive speech quality prediction based on the blind estimation of clean speech and the i-vector framework. - Anderson R. Avila; Douglas D. O'Shaughnessy; Tiago H. Falk (Qual. User Exp., 2020)

A Streaming End-to-End Framework For Spoken Language Understanding. - Nihal Potdar; Anderson Raymundo Avila; Chao Xing; Dong Wang; Yiran Cao; Xiao Chen (IJCAI, 2021)

Sequential End-to-End Intent and Slot Label Classification and Localization. - Yiran Cao; Nihal Potdar; Anderson R. Avila (Interspeech, 2021)

On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems. - Anderson R. Avila; Jahangir Alam 001; Fabiano O. Costa Prado; Douglas D. O'Shaughnessy; Tiago H. Falk (Comput. Speech Lang., 2021)

Automatic speaker verification from affective speech using Gaussian mixture model based estimation of neutral speech characteristics. - Anderson R. Avila; Douglas D. O'Shaughnessy; Tiago H. Falk (Speech Commun., 2021)

Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild. - Anderson R. Avila; Zahid Akhtar; João Felipe Santos; Douglas D. O'Shaughnessy; Tiago H. Falk (IEEE Trans. Affect. Comput., 2021)

Low-bit Shift Network for End-to-End Spoken Language Understanding. - Anderson R. Avila; Khalil Bibi; Rui Heng Yang; Xinlin Li; Chao Xing; Xiao Chen (INTERSPEECH, 2022)

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)

A Max-Min Security Game for Coordinated Backdoor Attacks on Federated Learning. - Omar Abdel Wahab 001; Anderson R. Avila (IEEE Big Data, 2023)

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)

Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks. - Heitor R. Guimarães; Yi Zhu 011; Orson Mengara; Anderson R. Avila; Tiago H. Falk (SMC, 2023)

How Secure is Code Generated by ChatGPT? - Raphaël Khoury; Anderson R. Avila; Jacob Brunelle; Baba Mamadou Camara (SMC, 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)

Multimodal Audio-textual Architecture for Robust Spoken Language Understanding. - Anderson R. Avila; Mehdi Rezagholizadeh; Chao Xing (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)

TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models. - Matheus Simão; Fabiano O. Costa Prado; Omar Abdul Wahab; Anderson R. Avila (WIFS, 2024)

Backdoor Attacks to Deep Neural Networks: A Survey of the Literature, Challenges, and Future Research Directions. - Orson Mengara; Anderson R. Avila; Tiago H. Falk (IEEE Access, 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)

Fake News Detection in Portuguese Under Large Language Model-Generated Content. - Renato Moraes Silva; Hazem Amamou; Lucca Baptista Silva Ferraz; Fabio Kauê Araujo Da Silva; Anderson Raymundo Avila (J. Braz. Comput. Soc., 2025)

Cross-Lingual Keyword Extraction for Pesticide Terminology in Brazilian Portuguese and English. - José Victor De Souza; Hazem Amamou; Rubing Chen; Elmira Salari; Reto Gubelmann; Christina Niklaus; Talita Serpa; Marcela Marques de Freitas Lima; Paula Tavares Pinto; Shruti Rajendra Kshirsagar; Alan Davoust; Siegfried Handschuh; et al. (J. Braz. Comput. Soc., 2025)