Hguimaraes
PhD student @ INRS / ML Researcher. Speech Representation Learning and Model Compression
Montreal, CA
Pinned Repositories
3Denoiser
[Research] A Perceptual Loss Based Complex Neural Beamforming for AmbiX 3D Speech Enhancement
A3D
[Research] Assessing the adversarial robustness of SSL representations for Keyword Spotting
gtzan.keras
[REPO] Music Genre classification on GTZAN dataset using CNNs
learnfy
[REPO] Create a music genre dataset (metadata or audio) for classification using the Spotify Web API
LZ78
[USP - PTC5600] Lempel-Ziv universal lossless compression algorithm
robustdistiller
[Research] Code and artifacts for the papers related to RobustDistiller (Robust and Efficient S3RL models)
SE3D
[Research] 2nd place solution at L3DAS21 challenge Task 1. Using FCN architecture and Perceptual Losses. Implemented with the SpeechBrain toolkit
SEWUNet
[Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)
unlp
[UFRJ - COS 360] Unrestricted Non-linear programming assignment at @ UFRJ
speechbrain
A PyTorch-based Speech Toolkit
Hguimaraes's Repositories
Hguimaraes/gtzan.keras
[REPO] Music Genre classification on GTZAN dataset using CNNs
Hguimaraes/SEWUNet
[Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)
Hguimaraes/learnfy
[REPO] Create a music genre dataset (metadata or audio) for classification using the Spotify Web API
Hguimaraes/robustdistiller
[Research] Code and artifacts for the papers related to RobustDistiller (Robust and Efficient S3RL models)
Hguimaraes/SE3D
[Research] 2nd place solution at L3DAS21 challenge Task 1. Using FCN architecture and Perceptual Losses. Implemented with the SpeechBrain toolkit
Hguimaraes/LZ78
[USP - PTC5600] Lempel-Ziv universal lossless compression algorithm
Hguimaraes/unlp
[UFRJ - COS 360] Unrestricted Non-linear programming assignment at @ UFRJ
Hguimaraes/3Denoiser
[Research] A Perceptual Loss Based Complex Neural Beamforming for AmbiX 3D Speech Enhancement
Hguimaraes/A3D
[Research] Assessing the adversarial robustness of SSL representations for Keyword Spotting
Hguimaraes/bd-fraud
[ITA - CEDS841] Fraud Detection System using BD technologies on PaySim dataset. Big Data course at @ITA
Hguimaraes/dsys
[UFRJ - EEL 480] Coursework for the "Digital Systems" course at @ UFRJ
Hguimaraes/el-reader
[UFRJ - EEL770] Using NodeMCU to monitor Lab Freezers. Operating Systems course at @ UFRJ
Hguimaraes/gradopt
[ITA - CEDS831] SGD and SVRG methods in Python. Optimization course at @ITA
Hguimaraes/graphtheoryufrj.jl
[UFRJ - COS242] A simple Graph Package with Algorithms in Julia
Hguimaraes/hguimaraes.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
Hguimaraes/mini-siga
[UFRJ - COS482] Software Quality Assurance (SQA) course project at @ UFRJ - (G5 - Disciplinas)
Hguimaraes/robust_speech
[REPO] Characterizing the Adversarial Robustness of SSL models on Content-based tasks
Hguimaraes/s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit
Hguimaraes/se-meetup-itau
[REPO] An Introduction to Speech Enhancement (Itaú Data Science Meetup 2022.05.02)
Hguimaraes/siim-pneumothorax
[USP - PTC5892] Semantic segmentation experiments based on SIIM-ACR Pneumothorax Challenge
Hguimaraes/speech-model-compression
A collection of papers related to speech model compression
Hguimaraes/speechbrain
A PyTorch-based Speech Toolkit