SpeakAI

Pubblicazioni


Benchmarking Whisper Under Diverse Audio Transformations and Real-Time Constraints
(SPECOM’25)

Sergei Katkov, Antonio Liotta, Alessandro Vietti

Venue: Speech and Computer (SPECOM 2025), Lecture Notes in Computer Science (LNCS), vol. 15299, pp. 82–91, Springer
Year: 2025
DOI: 10.1007/978-3-031-77961-9_6
Evaluating the Robustness of ASR Systems in Adverse Acoustic Conditions
(IDSTA’24)

Sergei Katkov, Antonio Liotta, Alessandro Vietti

Venue: Proceedings of the 5th International Conference on Intelligent Data Science Technologies and Applications (IDSTA 2024), IEEE
Year: 2024
DOI: 10.1109/IDSTA62194.2024.10746999
ASR Systems Under Acoustic Challenges: A Multilingual Study
(AIxIA’24)

Sergei Katkov, Antonio Liotta, Alessandro Vietti

Venue: AIxIA 2024 – Advances in Artificial Intelligence, Lecture Notes in Computer Science (LNCS), vol. 15450, Springer
Year: 2025
DOI: 10.1007/978-3-031-80607-0_16
Features in Pathological Voice Distortions
(ICHMS’25)

Sergei Katkov, Mohammad Shirdel, Antonio Liotta, Alessandro Vietti, Egle Sciuto, Maura D'Amico, Mariella Raciti, Vincenzo Saita

Venue: 2025 IEEE 5th International Conference on Human-Machine Systems (ICHMS), IEEE, pp. 319–324
Year: 2025
DOI: 10.1109/ICHMS65439.2025.11154163
Speech Recognition in Adverse Conditions: Synthetic Transformations and Real Environmental Noise
(Journal Article)
Venue: Journal on Audio, Speech, and Music Processing, Springer
Year: 2026
DOI: 10.1186/s13636-026-00458-1
Understanding Personalization Gains in Whisper ASR
(SPECOM’26)
Venue: Accepted for Speech and Computer (SPECOM 2026), Springer
Year: 2026
ASR Personalization in Pathological Voice: Accuracy, Efficiency, and Duration Effects
(SPECOM’26)
Venue: Accepted for Speech and Computer (SPECOM 2026), Springer
Year: 2026
Voice Data Collection for Healthcare Applications: Ethical and Technical Issues
(Bachelor’s Thesis)

Meroi Letizia — Supervisor: Antonio Liotta

Venue: Bachelor’s Thesis, Free University of Bozen-Bolzano (unibz), Faculty of Engineering, Bachelor in Informatics and Management of Digital Business
Year: 2024
Repository: unibz Library
Improving Automatic Speech Recognition for Pathological Voices through Data Augmentation
(Bachelor’s Thesis)

AnnaLena Klöckner — Supervisor: Antonio Liotta

Venue: Bachelor’s Thesis, Free University of Bozen-Bolzano (unibz), Faculty of Engineering, Bachelor in Informatics and Management of Digital Business
Year: 2025
Automatic Speech Recognition Personalization in Pathological Speech
(Bachelor’s Thesis)

Giuseppe Giaimis — Supervisor: Prof. Antonio Liotta — Co-supervisor: Prof. Muhammad Azfar Yaqub

Venue: Bachelor’s Thesis, Free University of Bozen-Bolzano (unibz), Faculty of Engineering, Bachelor in Informatics and Management of Digital Business
Year: 2026
Personalized Fine-Tuning of Whisper Models for Automatic Speech Recognition
(Master’s Thesis)

Sofia Milone — Supervisor: Antonio Liotta

Venue: Master’s Thesis, Free University of Bozen-Bolzano (unibz), Faculty of Engineering, Master in Computing for Data Science
Year: 2026