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 | 13 | 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 | 10 | 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 | 8 | 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 | 5 | 2024 |
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 |
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 | 4 | 2023 |
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 | 4 | 2020 |
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 | 3 | 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 | 3 | 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 | 3 | 2022 |
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 | 2 | 2024 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 |
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 |
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 | 1 | 2024 |
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models A Koudounas, F Giobergia ICASSPW 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 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 | 1 | 2023 |
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction I Benedetto, A Koudounas, L Vaiani, E Pastor, E Baralis, L Cagliero, ... Proceedings of the 17th International Workshop on Semantic Evaluation …, 2023 | 1 | 2023 |
A Contrastive Learning Approach to Mitigate Bias in Speech Models A Koudounas, F Giobergia, E Pastor, E Baralis Proc. INTERSPEECH 2024, 2024 | | 2024 |