| Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness HR Guimarães, A Pimentel, AR Avila, M Rezagholizadeh, B Chen, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 13 | 2023 |
| Human mental state monitoring in the wild: Are we better off with deeperneural networks or improved input features? A Pimentel, A Tiwari, S Narayanan, TH Falk CMBES Proceedings 44, 2021 | 9 | 2021 |
| On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks" In-the-Wild'' A Pimentel, H Guimarães, AR Avila, M Rezagholizadeh, TH Falk arXiv preprint arXiv:2309.14462, 2023 | 4 | 2023 |
| On the Transferability of Whisper-based Representations for" In-the-Wild" Cross-Task Downstream Speech Applications V Chemudupati, M Tahaei, H Guimaraes, A Pimentel, A Avila, ... arXiv preprint arXiv:2305.14546, 2023 | 4 | 2023 |
| Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement HR Guimarães, A Pimentel, AR Avila, M Rezagholizadeh, TH Falk NeurIPS 2022 Efficient Natural Language and Speech Processing Workshop, 2022 | 3 | 2022 |
| Environment-Aware Knowledge Distillation for Improved Resource-Constrained Edge Speech Recognition A Pimentel, HR Guimarães, A Avila, TH Falk Applied Sciences 13 (23), 12571, 2023 | 2 | 2023 |
| An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for" In the Wild''Edge Applications H Guimarães, A Pimentel, A Avila, M Rezagholizadeh, TH Falk Edge Intelligence Workshop (EIW) 2022, 2022 | 1 | 2022 |
| Efficient Audio Deepfake Detection using WavLM with Early Exiting A Pimentel, Y Zhu, HR Guimarães, TH Falk 2024 IEEE International Workshop on Information Forensics and Security (WIFS …, 2024 | | 2024 |
| VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks HR Guimarães, A Pimentel, A Avila, TH Falk ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning HR Guimarães, A Pimentel, AR Avila, M Rezagholizadeh, B Chen, ... arXiv preprint arXiv:2403.08654, 2024 | | 2024 |