Arthur Pimentel

According to our database, Arthur Pimentel authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

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

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

Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness.

Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk

Proceedings of the IEEE International Conference on Acoustics, 2023

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