hguimaraes Goto Github PK
Name: Heitor Guimarães
Type: User
Bio: PhD student @ INRS / ML Researcher. Speech Representation Learning and Model Compression
Twitter: hguimaraes3
Location: Montreal, CA
Blog: hguimaraes.me
Name: Heitor Guimarães
Type: User
Bio: PhD student @ INRS / ML Researcher. Speech Representation Learning and Model Compression
Twitter: hguimaraes3
Location: Montreal, CA
Blog: hguimaraes.me
[Research] A Perceptual Loss Based Complex Neural Beamforming for AmbiX 3D Speech Enhancement
[Research] Assessing the adversarial robustness of SSL representations for Keyword Spotting
[ITA - CEDS841] Fraud Detection System using BD technologies on PaySim dataset. Big Data course at @ITA
[UFRJ - EEL 480] Coursework for the "Digital Systems" course at @ UFRJ
[UFRJ - EEL770] Using NodeMCU to monitor Lab Freezers. Operating Systems course at @ UFRJ
[ITA - CEDS831] SGD and SVRG methods in Python. Optimization course at @ITA
[UFRJ - COS242] A simple Graph Package with Algorithms in Julia
[REPO] Music Genre classification on GTZAN dataset using CNNs
A beautiful, simple, clean, and responsive Jekyll theme for academics
[REPO] Create a music genre dataset (metadata or audio) for classification using the Spotify Web API
[USP - PTC5600] Lempel-Ziv universal lossless compression algorithm
[UFRJ - COS482] Software Quality Assurance (SQA) course project at @ UFRJ - (G5 - Disciplinas)
[REPO] Characterizing the Adversarial Robustness of SSL models on Content-based tasks
[Research] Code and artifacts for the papers related to RobustDistiller (Robust and Efficient S3RL models)
Self-Supervised Speech Pre-training and Representation Learning Toolkit
[REPO] An Introduction to Speech Enhancement (Itaú Data Science Meetup 2022.05.02)
[Research] 2nd place solution at L3DAS21 challenge Task 1. Using FCN architecture and Perceptual Losses. Implemented with the SpeechBrain toolkit
[Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)
[USP - PTC5892] Semantic segmentation experiments based on SIIM-ACR Pneumothorax Challenge
A collection of papers related to speech model compression
A PyTorch-based Speech Toolkit
[UFRJ - COS 360] Unrestricted Non-linear programming assignment at @ UFRJ
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