Alkis Koudounas

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Classification Models

Top Venues

Publications

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis
Prioritizing Data Acquisition for end-to-end Speech Model Improvement. ICASSP (2024)
Alkis Koudounas, Eliana Pastor, Elena Baralis
Assessing Speech Model Performance: A Subgroup Perspective. SEBD (2024)
Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis
Voice Disorder Analysis: a Transformer-based Approach. CoRR (2024)
Alkis Koudounas, Flavio Giobergia
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models. CoRR (2024)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. EACL (1) (2024)
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
Speech Analysis of Language Varieties in Italy. CoRR (2024)
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
A Contrastive Learning Approach to Mitigate Bias in Speech Models. CoRR (2024)
Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings. ICASSP (2024)
Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection. EDBT/ICDT Workshops (2024)
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
Benchmarking Representations for Speech, Music, and Acoustic Events. CoRR (2024)
Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection. CoRR (2024)
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
Speech Analysis of Language Varieties in Italy. LREC/COLING (2024)
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
Towards Comprehensive Subgroup Performance Analysis in Speech Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction. SemEval@ACL (2023)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. CoRR (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. CoRR (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. INTERSPEECH (2023)
Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis
ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy. EVALITA (2023)
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
Exploring Subgroup Performance in End-to-End Speech Models. ICASSP (2023)
Flavio Giobergia, Alkis Koudounas, Elena Baralis
Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning. CoRR (2023)
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
Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification. NeSy (2023)
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Baralis
Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders. MuSe @ ACM Multimedia (2022)
Moreno La Quatra, Lorenzo Vaiani, Alkis Koudounas, Luca Cagliero, Paolo Garza, Elena Baralis
How Much Attention Should we Pay to Mosquitoes? ACM Multimedia (2022)
Alkis Koudounas, Simone G. O. Fiori
Gradient-based Learning Methods Extended to Smooth Manifolds Applied to Automated Clustering. J. Artif. Intell. Res. 68 (2020)