Alkis Koudounas

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset

arXiv 2025

voc2vec: A Foundation Model for Non-Verbal Vocalization

arXiv 2025

Exploring Generative Error Correction for Dysarthric Speech Recognition

arXiv 2025

"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding

arXiv 2025

MVP: Multi-source Voice Pathology detection

arXiv 2025

Voice Disorder Analysis: a Transformer-based Approach

arXiv 2024

Benchmarking Representations for Speech, Music, and Acoustic Events

arXiv 2024

A Contrastive Learning Approach to Mitigate Bias in Speech Models

arXiv 2024

Speech Analysis of Language Varieties in Italy

arXiv 2024

ITALIC: An Italian Intent Classification Dataset

arXiv 2023

Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features

arXiv 2023

Elena Baralis

Moreno La Quatra

Sabato Marco Siniscalchi

Eliana Pastor

Erika Crosetti

Gabriele Ciravegna

Giovanni Succo

Giuseppe Attanasio

Lorenzo Vaiani

Luca Cagliero