Alkis Koudounas

According to our database, Alkis Koudounas authored at least 24 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Comprehensive Subgroup Performance Analysis in Speech Models.

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

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Voice Disorder Analysis: a Transformer-based Approach.

Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis

CoRR, 2024

A Contrastive Learning Approach to Mitigate Bias in Speech Models.

Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis

CoRR, 2024

Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters.

Alkis Koudounas, Flavio Giobergia, Elena Baralis

IEEE Access, 2024

MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection.

Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight.

Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Assessing Speech Model Performance: A Subgroup Perspective.

Alkis Koudounas, Eliana Pastor, Elena Baralis

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Benchmarking Representations for Speech, Music, and Acoustic Events.

Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi

Proceedings of the IEEE International Conference on Acoustics, 2024

Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.

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

Proceedings of the IEEE International Conference on Acoustics, 2024

Prioritizing Data Acquisition for end-to-end Speech Model Improvement.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis

Proceedings of the IEEE International Conference on Acoustics, 2024

Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models.

Alkis Koudounas, Flavio Giobergia

Proceedings of the IEEE International Conference on Acoustics, 2024

Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings.

Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis

Proceedings of the IEEE International Conference on Acoustics, 2024

Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection.

Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo

Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

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

Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Speech Analysis of Language Varieties in Italy.

Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning.

Flavio Giobergia, Alkis Koudounas, Elena Baralis

CoRR, 2023

PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.

Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification.

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

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

ITALIC: An Italian Intent Classification Dataset.

Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Exploring Subgroup Performance in End-to-End Speech Models.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti

Proceedings of the IEEE International Conference on Acoustics, 2023

ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.

Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

2022

Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders.

Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Baralis

Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

How Much Attention Should we Pay to Mosquitoes?

Moreno La Quatra, Lorenzo Vaiani, Alkis Koudounas, Luca Cagliero, Paolo Garza, Elena Baralis

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2020

Gradient-based Learning Methods Extended to Smooth Manifolds Applied to Automated Clustering.

Alkis Koudounas, Simone G. O. Fiori

J. Artif. Intell. Res., 2020