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Heitor Guimarães's Projects

3denoiser icon 3denoiser

[Research] A Perceptual Loss Based Complex Neural Beamforming for AmbiX 3D Speech Enhancement

a3d icon a3d

[Research] Assessing the adversarial robustness of SSL representations for Keyword Spotting

bd-fraud icon bd-fraud

[ITA - CEDS841] Fraud Detection System using BD technologies on PaySim dataset. Big Data course at @ITA

dsys icon dsys

[UFRJ - EEL 480] Coursework for the "Digital Systems" course at @ UFRJ

el-reader icon el-reader

[UFRJ - EEL770] Using NodeMCU to monitor Lab Freezers. Operating Systems course at @ UFRJ

gradopt icon gradopt

[ITA - CEDS831] SGD and SVRG methods in Python. Optimization course at @ITA

gtzan.keras icon gtzan.keras

[REPO] Music Genre classification on GTZAN dataset using CNNs

learnfy icon learnfy

[REPO] Create a music genre dataset (metadata or audio) for classification using the Spotify Web API

lz78 icon lz78

[USP - PTC5600] Lempel-Ziv universal lossless compression algorithm

mini-siga icon mini-siga

[UFRJ - COS482] Software Quality Assurance (SQA) course project at @ UFRJ - (G5 - Disciplinas)

robust_speech icon robust_speech

[REPO] Characterizing the Adversarial Robustness of SSL models on Content-based tasks

robustdistiller icon robustdistiller

[Research] Code and artifacts for the papers related to RobustDistiller (Robust and Efficient S3RL models)

s3prl icon s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

se-meetup-itau icon se-meetup-itau

[REPO] An Introduction to Speech Enhancement (Itaú Data Science Meetup 2022.05.02)

se3d icon se3d

[Research] 2nd place solution at L3DAS21 challenge Task 1. Using FCN architecture and Perceptual Losses. Implemented with the SpeechBrain toolkit

sewunet icon sewunet

[Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)

siim-pneumothorax icon siim-pneumothorax

[USP - PTC5892] Semantic segmentation experiments based on SIIM-ACR Pneumothorax Challenge

unlp icon unlp

[UFRJ - COS 360] Unrestricted Non-linear programming assignment at @ UFRJ

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