| Monaural speech enhancement through deep wave-U-net HR Guimarães, H Nagano, DW Silva Expert Systems with Applications 158, 113582, 2020 | 19 | 2020 |
| 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 | 8 | 2023 |
| Optimizing Time Domain Fully Convolutional Networks for 3D Speech Enhancement in a Reverberant Environment Using Perceptual Losses HR Guimarães, W Beccaro, MA Ramírez 2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021 | 4 | 2021 |
| 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 |
| Segmentation of Microtomography Images of Rocks using Texture Filter LO Dias, CR De Bom, HR Guimarães, EL Faria, P Márcio, P Marcelo, ... Notas Técnicas 6 (1), 2016 | 3 | 2016 |
| A Perceptual Loss Based Complex Neural Beamforming for Ambix 3D Speech Enhancement HR Guimarães, W Beccaro, MA Ramirez L3DAS22: Machine Learning for 3D Audio Signal Processing, 16-20, 2022 | 2 | 2022 |
| Music Information Retrieval: A Deep Learning Approach HR Guimarães UFRJ, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, 2018 | 2* | 2018 |
| 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 | 1 | 2023 |
| Early prediction of honeybee hive winter survivability using multi-modal sensor data Y Zhu, M Abdollahi, S Maucourt, N Coallier, HR Guimarães, ... 2023 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2023 | 1 | 2023 |
| Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks HR Guimarães, Y Zhu, O Mengara, AR Avila, TH Falk 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | 1 | 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 | 1 | 2023 |
| 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, 2022 | 1 | 2022 |
| 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 |
| MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees Y Zhu, M Abdollahi, S Maucourt, N Coallier, HR Guimarães, ... arXiv preprint arXiv:2311.10876, 2023 | | 2023 |
| Adapting Self-Supervised Features for Background Speech Detection in Beehive Audio Recordings HR Guimarães, M Abdollahi, Y Zhu, S Maucourt, N Coallier, ... 2023 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2023 | | 2023 |
| Analysis of Oral Exams With Speaker Diarization and Speech Emotion Recognition: A Case Study W Beccaro, MA Ramírez, W Liaw, HR Guimarães IEEE Transactions on Education, 2023 | | 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 | | 2022 |
| On Self-Supervised Representations for 3D Speech Enhancement HR Guimarães Universidade de São Paulo, 2022 | | 2022 |
Tiago H. FalkProfessor, INRS-EMT, University of QuebecVerified email at emt.inrs.ca
