koudounasalkis

Audio-Speech-Tutorial

This repository contains a short introduction on the topic of audio and speech processing -- from basics to applications.

divergence-in-speech-systems

Code associated with the paper "Exploring Subgroup Performance in End-to-End Speech Models"

PoliToHFI-SemEval2023-Task6

This repository contains the code for the paper "PoliToHFI at SemEval-2023 Task 6"

Time-of-Flight-Cameras-in-Space

Code for the paper "Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies"

koudounasalkis.github.io

My Portfolio | About me, My projects, Teaching, Resume, Contacts

NASA_Space_Apps_Challenge

ρBerTO: A solution for the "Save the Earth from another Carrington Event" during the NASA Space Apps Challenge

How-Much-Attention-Should-We-Pay-to-Mosquitoes

This repository contains the code to setup the experiments for the ComParE 2022 mosquito event detection sub-challenge.

Leveraging-CMs-for-Problematic-Subgroups

This repo contains the code for "Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models"

Master-Thesis-Proposal

This repo contains master thesis proposals for Deep Learning applied to Audio and Speech Processing.

Subgroup-Analysis-in-Speech-Models

This repo contains the code for "Towards Comprehensive Subgroup Performance Analysis in Speech Models"

Transformer-based-Non-Verbal-Emotion-Recognition

This repository contains the code to setup the experiments for the ComParE 2022 Vocalisation sub-challenge.

AI4Voice

This repo contains the code for "Voice Disorder Analysis: A Transformer-based Approach"

barotti-GeoLingIt2023

Code for the paper "Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy"

CLUES

This repo contains the code for "A Contrastive Learning Approach to Mitigate Bias in Speech Models"

DADS

Code for "Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy"

Data-Acquisition-for-Speech-Model-Improvement

This repo contains the code for "Prioritizing Data Acquisition For End-to-End Speech Model Improvement"

Divergences-in-Apollo-Missions

This repo contains the code for "Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models"

Ex-o-plain

Ex🪐plain: a model-agnostic framework to identify and describe exoplanetary characteristics that challenge atmospheric parameterization.

koudounasalkis

About me

SIREN

AI/ML - Project

Caltech101-AI-ML-Lab

Car-Rental-WebApp

Web Application - Project

CookIT

Human Computer Interaction - Project

Diabetic-Retinopathy-Scoring-Using-GANs

BioInformatics - Project

EZGas

Software Engineering - Project

ITHACA-DeepMind

Restoring and attributing ancient texts with deep neural networks

OOP-Project

OOP Project for the 'Programmazione ad Oggetti' Course, Bachelor Degree

Remote-AutoBackup

Programmazione di Sistema - Progetto

SoftEng-Requirements

Requirement Document

TFG

3D Point Cloud segmentation, detection & classification by PointNet in a low-cost system.