Alkis Koudounas

54 papers A* 1A 7C 1Misc 4Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enforcing domain constraints through Lagrangian primal-dual learning.
Neural Comput. Appl.
Simone Monaco, Flavio Giobergia, Alkis Koudounas, Daniele Apiletti
2026 — conf
SVELA at EVALITA 2026: Overview of the Selective Verification of Erasure from LLM Answers Task.
EVALITA
Claudio Savelli, Moreno La Quatra, Alkis Koudounas, Flavio Giobergia
2025 A conf
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding.
INTERSPEECH
Alkis Koudounas, Claudio Savelli, Flavio Giobergia, Elena Baralis
2025 J jnl
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding.
CoRR
Alkis Koudounas, Claudio Savelli, Flavio Giobergia, Elena Baralis
2025 A conf
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
CoRR
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
A Concept-based approach to Voice Disorder Detection.
CoRR
Davide Ghia, Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli
2025 J jnl
Boosting court judgment prediction and explanation using legal entities.
Artif. Intell. Law
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis
2025 J jnl
DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset.
CoRR
Alkis Koudounas, Moreno La Quatra, Elena Baralis
2025 — conf
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.
ACL (Findings)
Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudré, Manuel Giollo, Daniele Amberti, Yue Wu
2025 — conf
Divergence-aware Approaches to Mitigate Subgroup Disparities in Speech Models.
SEBD
Alkis Koudounas, Eliana Pastor, Flavio Giobergia, Elena Baralis
2025 A conf
Exploring Generative Error Correction for Dysarthric Speech Recognition.
INTERSPEECH
Moreno La Quatra, Alkis Koudounas, Valerio Mario Salerno, Sabato Marco Siniscalchi
2025 J jnl
Exploring Generative Error Correction for Dysarthric Speech Recognition.
CoRR
Moreno La Quatra, Alkis Koudounas, Valerio Mario Salerno, Sabato Marco Siniscalchi
2025 J jnl
FAME: Fictional Actors for Multilingual Erasure.
CoRR
Claudio Savelli, Moreno La Quatra, Alkis Koudounas, Flavio Giobergia
2025 J jnl
Hallucination Benchmark for Speech Foundation Models.
CoRR
Alkis Koudounas, Moreno La Quatra, Manuel Giollo, Sabato Marco Siniscalchi, Elena Baralis
2025 A conf
MVP: Multi-source Voice Pathology detection.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
MVP: Multi-source Voice Pathology detection.
CoRR
Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025 — conf
Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses.
EDBT/ICDT Workshops
Qingqing Liu, Gabriele Ciravegna, Alkis Koudounas, Tania Cerquitelli, Elena Baralis
2025 — conf
Privacy Preserving Data Selection for Bias Mitigation in Speech Models.
ACL (6)
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2025 — conf
Quantum Feature Selection from Interpretable Models using a QUBO Formulation.
CLEF (Working Notes)
Flavio Giobergia, Claudio Savelli, Alkis Koudounas, Elena Baralis
2025 Misc conf
voc2vec: A Foundation Model for Non-Verbal Vocalization.
ICASSP
Alkis Koudounas, Moreno La Quatra, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
voc2vec: A Foundation Model for Non-Verbal Vocalization.
CoRR
Alkis Koudounas, Moreno La Quatra, Sabato Marco Siniscalchi, Elena Baralis
2024 A conf
A Contrastive Learning Approach to Mitigate Bias in Speech Models.
INTERSPEECH
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024 J jnl
A Contrastive Learning Approach to Mitigate Bias in Speech Models.
CoRR
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024 Misc conf
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings.
ICASSP
Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis
2024 — conf
Assessing Speech Model Performance: A Subgroup Perspective.
SEBD
Alkis Koudounas, Eliana Pastor, Elena Baralis
2024 — conf
Benchmarking Representations for Speech, Music, and Acoustic Events.
ICASSP Workshops
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 J jnl
Benchmarking Representations for Speech, Music, and Acoustic Events.
CoRR
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 J jnl
Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters.
IEEE Access
Alkis Koudounas, Flavio Giobergia, Elena Baralis
2024 — conf
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.
EACL (1)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
2024 — conf
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models.
ICASSP Workshops
Alkis Koudounas, Flavio Giobergia
2024 J jnl
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models.
CoRR
Alkis Koudounas, Flavio Giobergia
2024 — conf
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.
ICASSP Workshops
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 — conf
MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight.
SemEval@NAACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi
2024 — conf
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection.
SemEval@NAACL
Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia
2024 J jnl
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection.
CoRR
Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia
2024 — conf
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection.
EDBT/ICDT Workshops
Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo
2024 Misc conf
Prioritizing Data Acquisition for end-to-end Speech Model Improvement.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis
2024 — conf
Speech Analysis of Language Varieties in Italy.
LREC/COLING
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
2024 J jnl
Speech Analysis of Language Varieties in Italy.
CoRR
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
2024 J jnl
Towards Comprehensive Subgroup Performance Analysis in Speech Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 A conf
Voice Disorder Analysis: a Transformer-based Approach.
INTERSPEECH
Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Elena Baralis
2024 J jnl
Voice Disorder Analysis: a Transformer-based Approach.
CoRR
Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis
2023 C conf
Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification.
NeSy
Lia Morra, Alberto Azzari, Letizia Bergamasco, Marco Braga, Luigi Capogrosso, Federico Delrio, Giuseppe Di Giacomo, Simone Eiraudo, Giorgia Ghione, Rocco Giudice, Alkis Koudounas, Luca Piano, Daniele Rege Cambrin, Matteo Risso, Marco Rondina, Alessandro Sebastian Russo, Marco Russo, Francesco Taioli, Lorenzo Vaiani, Chiara Vercellino
2023 J jnl
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.
CoRR
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
2023 Misc conf
Exploring Subgroup Performance in End-to-End Speech Models.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
2023 A conf
ITALIC: An Italian Intent Classification Dataset.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 J jnl
ITALIC: An Italian Intent Classification Dataset.
CoRR
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 — conf
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.
SemEval@ACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi
2023 J jnl
Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning.
CoRR
Flavio Giobergia, Alkis Koudounas, Elena Baralis
2023 — conf
ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.
EVALITA
Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis
2022 A* conf
How Much Attention Should we Pay to Mosquitoes?
ACM Multimedia
Moreno La Quatra, Lorenzo Vaiani, Alkis Koudounas, Luca Cagliero, Paolo Garza, Elena Baralis
2022 — conf
Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders.
MuSe @ ACM Multimedia
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Baralis
2020 J jnl
Gradient-based Learning Methods Extended to Smooth Manifolds Applied to Automated Clustering.
J. Artif. Intell. Res.
Alkis Koudounas, Simone G. O. Fiori