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ORCIDAnderson R. Avila
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2020 – today
- 2024
[j6]Orson Mengara
, Anderson R. Avila, Tiago H. Falk:
Backdoor Attacks to Deep Neural Networks: A Survey of the Literature, Challenges, and Future Research Directions. IEEE Access 12: 29004-29023 (2024)- [c16]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk:
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. ICASSP 2024: 12196-12200 - [i13]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning. CoRR abs/2403.08654 (2024) - 2023
- [c15]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. ICASSP 2023: 1-5 - [c14]Heitor R. Guimarães, Yi Zhu, Orson Mengara, Anderson R. Avila, Tiago H. Falk:
Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks. SMC 2023: 1672-1677 - [c13]Raphaël Khoury, Anderson R. Avila, Jacob Brunelle, Baba Mamadou Camara:
How Secure is Code Generated by ChatGPT? SMC 2023: 2445-2451 - [i12]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
RobustDistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. CoRR abs/2302.09437 (2023) - [i11]Raphaël Khoury, Anderson R. Avila, Jacob Brunelle, Baba Mamadou Camara:
How Secure is Code Generated by ChatGPT? CoRR abs/2304.09655 (2023) - [i10]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk:
An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild" Edge Applications. CoRR abs/2305.05443 (2023) - [i9]Vamsikrishna Chemudupati, Marzieh S. Tahaei, Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk:
On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications. CoRR abs/2305.14546 (2023) - [i8]Anderson R. Avila, Mehdi Rezagholizadeh, Chao Xing:
Multimodal Audio-textual Architecture for Robust Spoken Language Understanding. CoRR abs/2306.06819 (2023) - [i7]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk:
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. CoRR abs/2309.12914 (2023) - [i6]Arthur Pimentel, Heitor R. Guimarães, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk:
On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild". CoRR abs/2309.14462 (2023) - 2022
- [c12]Anderson R. Avila, Khalil Bibi, Rui Heng Yang, Xinlin Li, Chao Xing, Xiao Chen:
Low-bit Shift Network for End-to-End Spoken Language Understanding. INTERSPEECH 2022: 2698-2702 - [i5]Anderson R. Avila, Khalil Bibi, Rui Heng Yang, Xinlin Li, Chao Xing, Xiao Chen:
Low-bit Shift Network for End-to-End Spoken Language Understanding. CoRR abs/2207.07497 (2022) - [i4]Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk:
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement. CoRR abs/2211.06562 (2022) - 2021
- [j5]Anderson R. Avila, Jahangir Alam, Fabiano O. Costa Prado, Douglas D. O'Shaughnessy, Tiago H. Falk:
On the use of blind channel response estimation and a residual neural network to detect physical access attacks to speaker verification systems. Comput. Speech Lang. 66: 101163 (2021) - [j4]Anderson R. Avila, Douglas D. O'Shaughnessy, Tiago H. Falk:
Automatic speaker verification from affective speech using Gaussian mixture model based estimation of neutral speech characteristics. Speech Commun. 132: 21-31 (2021) - [j3]Anderson R. Avila, Zahid Akhtar, João Felipe Santos, Douglas D. O'Shaughnessy, Tiago H. Falk:
Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild. IEEE Trans. Affect. Comput. 12(1): 177-188 (2021) - [c11]Nihal Potdar, Anderson Raymundo Avila, Chao Xing, Dong Wang, Yiran Cao, Xiao Chen:
A Streaming End-to-End Framework For Spoken Language Understanding. IJCAI 2021: 3906-3914 - [c10]Yiran Cao, Nihal Potdar, Anderson R. Avila:
Sequential End-to-End Intent and Slot Label Classification and Localization. Interspeech 2021: 1229-1233 - [i3]Nihal Potdar, Anderson R. Avila, Chao Xing, Dong Wang, Yiran Cao, Xiao Chen:
A Streaming End-to-End Framework For Spoken Language Understanding. CoRR abs/2105.10042 (2021) - [i2]Yiran Cao, Nihal Potdar, Anderson R. Avila:
Sequential End-to-End Intent and Slot Label Classification and Localization. CoRR abs/2106.04660 (2021) - 2020
- [j2]Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
On the use of the i-vector speech representation for instrumental quality measurement. Qual. User Exp. 5(1) (2020) - [j1]Anderson R. Avila, Douglas D. O'Shaughnessy, Tiago H. Falk:
Non-intrusive speech quality prediction based on the blind estimation of clean speech and the i-vector framework. Qual. User Exp. 5(1) (2020)
2010 – 2019
- 2019
- [c9]Anderson R. Avila, Shruti Rajendra Kshirsagar, Abhishek Tiwari, Daniel Lafond, Douglas D. O'Shaughnessy, Tiago H. Falk:
Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks. EUSIPCO 2019: 1-5 - [c8]Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke:
Non-intrusive Speech Quality Assessment Using Neural Networks. ICASSP 2019: 631-635 - [c7]Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
Blind Channel Response Estimation for Replay Attack Detection. INTERSPEECH 2019: 2893-2897 - [c6]Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity. QoMEX 2019: 1-5 - [i1]Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke:
Non-intrusive speech quality assessment using neural networks. CoRR abs/1903.06908 (2019) - 2018
- [c5]Anderson R. Avila, Md. Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk:
Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition. INTERSPEECH 2018: 3663-3667 - [c4]Rishabh Gupta, Anderson R. Avila, Tiago H. Falk:
Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems. QoMEX 2018: 1-6 - 2017
- [c3]Anderson R. Avila, João Monteiro, Douglas D. O'Shaughnessy, Tiago H. Falk:
Speech emotion recognition on mobile devices based on modulation spectral feature pooling and deep neural networks. ISSPIT 2017: 360-365 - 2016
- [c2]Anderson R. Avila, Benjamin Cauchi, Stefan Goetze, Simon Doclo, Tiago H. Falk:
Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech. IWAENC 2016: 1-5 - 2014
- [c1]Anderson R. Avila, Milton Orlando Sarria-Paja, Francisco J. Fraga, Douglas D. O'Shaughnessy, Tiago H. Falk:
Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems. INTERSPEECH 2014: 1096-1100
Coauthor Index
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