koudounasalkis

CALM

CALM (Contrastive Alignment of Language and Music) aligns songs with their natural language description using CLIP (Project for the 1st Sound of AI Hackathon).

PACE

PACE (Podcast AI for Chapters and Episodes) is a semantic search engine that helps you find the information you need, inter- and intra-podcasts (Project for the AssemblyAI Winter 2022 Hackathon).

AI4Voice

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

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"

koudounasalkis.github.io

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

Master-Thesis-Proposal

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

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"

ITALIC

ITALIC: An ITALian Intent Classification Dataset

koudounasalkis/Audio-Speech-Tutorial

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

koudounasalkis/AI4Voice

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

koudounasalkis/divergence-in-speech-systems

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

koudounasalkis/PoliToHFI-SemEval2023-Task6

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

koudounasalkis/Time-of-Flight-Cameras-in-Space

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

koudounasalkis/koudounasalkis.github.io

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

koudounasalkis/NASA_Space_Apps_Challenge

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

koudounasalkis/Ex-o-plain

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

koudounasalkis/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.

koudounasalkis/Leveraging-CMs-for-Problematic-Subgroups

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

koudounasalkis/Master-Thesis-Proposal

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

koudounasalkis/Subgroup-Analysis-in-Speech-Models

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

koudounasalkis/Transformer-based-Non-Verbal-Emotion-Recognition

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

koudounasalkis/barotti-GeoLingIt2023

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

koudounasalkis/CLUES

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

koudounasalkis/DADS

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

koudounasalkis/Data-Acquisition-for-Speech-Model-Improvement

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

koudounasalkis/Divergences-in-Apollo-Missions

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

koudounasalkis/koudounasalkis

About me

koudounasalkis/SIREN

AI/ML - Project

koudounasalkis/CSI-MIT

This repo contains the code for "Privacy Preserving Data Selection for Bias Mitigation in Speech Models"

koudounasalkis/Caltech101-AI-ML-Lab

koudounasalkis/Car-Rental-WebApp

Web Application - Project

koudounasalkis/CookIT

Human Computer Interaction - Project

koudounasalkis/Diabetic-Retinopathy-Scoring-Using-GANs

BioInformatics - Project

koudounasalkis/EZGas

Software Engineering - Project

koudounasalkis/ITHACA-DeepMind

Restoring and attributing ancient texts with deep neural networks

koudounasalkis/OOP-Project

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

koudounasalkis/Remote-AutoBackup

Programmazione di Sistema - Progetto

koudounasalkis/TFG

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