| Exploring Subgroup Performance in End-to-End Speech Models A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 15 | 2023 |
| ITALIC: An Italian Intent Classification Dataset A Koudounas, M La Quatra, L Vaiani, L Colomba, G Attanasio, E Pastor, ... Proc. INTERSPEECH 2023, 2153--2157, 2023 | 13 | 2023 |
| Towards Comprehensive Subgroup Performance Analysis in Speech Models A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 10 | 2024 |
| Benchmarking Representations for Speech, Music, and Acoustic Events M La Quatra, A Koudounas, L Vaiani, E Baralis, L Cagliero, P Garza, ... ICASSPW 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 9 | 2024 |
| Prioritizing data acquisition for end-to-end speech model improvement A Koudounas, E Pastor, G Attanasio, L de Alfaro, E Baralis ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 6 | 2024 |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features E Pastor, A Koudounas, G Attanasio, D Hovy, E Baralis EACL 2024, 2023 | 6 | 2023 |
| baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy A Koudounas, F Giobergia, I Benedetto, S Monaco, L Cagliero, D Apiletti, ... Proceedings of the Eighth Evaluation Campaign of Natural Language Processing …, 2023 | 5 | 2023 |
| Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies A Koudounas, F Giobergia, E Baralis 2022 IEEE 16th International Conference on Application of Information and …, 2022 | 5 | 2022 |
| Gradient-based learning methods extended to smooth manifolds applied to automated clustering A Koudounas, S Fiori Journal of Artificial Intelligence Research 68, 777-816, 2020 | 5 | 2020 |
| Bad Exoplanet! Explaining Degraded Performance when Reconstructing Exoplanets Atmospheric Parameters A Koudounas, F Giobergia, E Baralis NeurIPS 2023 AI for Science Workshop, 2023 | 4 | 2023 |
| Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification. L Morra, A Azzari, L Bergamasco, M Braga, L Capogrosso, F Delrio, ... NeSy, 223-232, 2023 | 4 | 2023 |
| Speech Analysis of Language Varieties in Italy M La Quatra, A Koudounas, E Baralis, SM Siniscalchi Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 3 | 2024 |
| Boosting court judgment prediction and explanation using legal entities I Benedetto, A Koudounas, L Vaiani, E Pastor, L Cagliero, F Tarasconi, ... Artificial Intelligence and Law, 1-36, 2024 | 3 | 2024 |
| MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection F Borra, C Savelli, G Rosso, A Koudounas, F Giobergia Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024 | 3 | 2024 |
| How Much Attention Should we Pay to Mosquitoes? M La Quatra, L Vaiani, A Koudounas, L Cagliero, P Garza, E Baralis Proceedings of the 30th ACM International Conference on Multimedia, 7135-7139, 2022 | 3 | 2022 |
| Voice Disorder Analysis: a Transformer-based Approach A Koudounas, G Ciravegna, M Fantini, G Succo, E Crosetti, T Cerquitelli, ... Proc. INTERSPEECH 2024, 2024 | 2 | 2024 |
| Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning F Giobergia, A Koudounas, E Baralis 2023 IEEE 17th International Conference on Application of Information and …, 2023 | 2 | 2023 |
| Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders L Vaiani, A Koudounas, M La Quatra, L Cagliero, P Garza, E Baralis Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022 | 2 | 2022 |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models A Koudounas, F Giobergia, E Pastor, E Baralis Proc. INTERSPEECH 2024 - 🏅Best Student Paper Award, 2024 | 1 | 2024 |
| MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight I Benedetto, A Koudounas, L Vaiani, E Pastor, L Cagliero, F Tarasconi Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024 | 1 | 2024 |
Elena BaralisFull Professor, Computer engineering, Politecnico di Torino, ItalyVerified email at polito.it
