Elena Baralis

voc2vec: A Foundation Model for Non-Verbal Vocalization

arXiv 2025

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

arXiv 2025

HydroChronos: Forecasting Decades of Surface Water Change

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

KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation

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

Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists

Findings (ACL) 2022 5

Alkis Koudounas

Moreno La Quatra

Eliana Pastor

Sabato Marco Siniscalchi

Tania Cerquitelli

Giuseppe Attanasio

Paolo Garza

Daniele Rege Cambrin

Dirk Hovy

Eleonora Poeta