Alkis Koudounas

Eliana Pastor

CoRR, May, 2025

Exploring Generative Error Correction for Dysarthric Speech Recognition.

[BibT_eX]

[DOI]

Valerio Mario Salerno

CoRR, May, 2025

MVP: Multi-source Voice Pathology detection.

[BibT_eX]

[DOI]

CoRR, May, 2025

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset.

[BibT_eX]

[DOI]

CoRR, May, 2025

"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding.

[BibT_eX]

[DOI]

CoRR, May, 2025

voc2vec: A Foundation Model for Non-Verbal Vocalization.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2025 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2025

Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Towards Comprehensive Subgroup Performance Analysis in Speech Models.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Flavio Giobergia

IEEE Access, 2024

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Assessing Speech Model Performance: A Subgroup Perspective.

[BibT_eX]

[DOI]

Eliana Pastor

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

A Contrastive Learning Approach to Mitigate Bias in Speech Models.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Voice Disorder Analysis: a Transformer-based Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Benchmarking Representations for Speech, Music, and Acoustic Events.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

Flavio Giobergia

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Speech Analysis of Language Varieties in Italy.

[BibT_eX]

[DOI]

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

2023

Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning.

[BibT_eX]

[DOI]

Flavio Giobergia

CoRR, 2023

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

[BibT_eX]

[DOI]

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

Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification.

[BibT_eX]

[DOI]

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

ITALIC: An Italian Intent Classification Dataset.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]