Elena Baralis
- Papers
- 13
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Authored papers
13HydroChronos: Forecasting Decades of Surface Water Change
arXiv 2025
DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset
arXiv 2025
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
arXiv 2025
voc2vec: A Foundation Model for Non-Verbal Vocalization
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
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
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
Affiliations
Frequent co-authors
10from 13 papers
Alkis Koudounas
Moreno La Quatra
Eliana Pastor
Sabato Marco Siniscalchi
Tania Cerquitelli
Giuseppe Attanasio
Paolo Garza
Daniele Rege Cambrin
Dirk Hovy
Eleonora Poeta