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Vincenzo Scotti
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A Modular Data-Driven Architecture for Empathetic Conversational Agents
V Scotti, R Tedesco, L Sbattella
2021 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2021
202021
Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition
V Scotti, G Federico, L Sbattella, R Tedesco
International Workshop on Pattern Recognition for Positive Technology and …, 2021
152021
A Primer on Seq2Seq Models for Generative Chatbots
V Scotti, L Sbattella, R Tedesco
ACM Computing Surveys 56 (3), 1-58, 2023
92023
ITAcotron 2: transfering English speech synthesis architectures and speech features to Italian
A Favaro, L Sbattella, R Tedesco, V Scotti
Proceedings of the 4th International Conference on Natural Language and …, 2021
72021
Static fuzzy bag-of-words: a lightweight and fast sentence embedding algorithm
M Muffo, R Tedesco, L Sbattella, V Scotti
Proceedings of the 4th International Conference on Natural Language and …, 2021
22021
SFERAnet: Automatic Generation of Football Highlights
V Scotti, L Sbattella, R Tedesco
CSEIT-2019, 101-116, 2019
22019
Cross-lingual transferability of voice analysis models: a Parkinson’s Disease case study
C Ferrante, V Scotti
Booklet of abstracts--SPOKEN LANGUAGE IN THE MEDICAL FIELD: Linguistic …, 2023
12023
Unsupervised Hierarchical Model for Deep Empathetic Conversational Agents
V Scotti
Machine Learning and Deep Learning in Natural Language Processing, 53-74, 2023
12023
ITAcotron 2: The Power of Transfer Learning in Expressive TTS Synthesis
A Favaro, L Sbattella, R Tedesco, V Scotti
Analysis and Application of Natural Language and Speech Processing, 1-20, 2022
12022
Static Fuzzy Bag-of-Words: Exploring Static Universe Matrices for Sentence Embeddings
M Muffo, R Tedesco, L Sbattella, V Scotti
Analysis and Application of Natural Language and Speech Processing, 191-211, 2022
12022
Improving work life conditions via portable knowledge-driven recommender system
M Atzori, A Barenghi, S Comai, M Fugini, D Marcia, G Pelosi, ...
CEUR WORKSHOP PROCEEDINGS 2994, 1-8, 2021
12021
LLM Support for Real-Time Technical Assistance
V Scotti, MJ Carman
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
2024
NLP-based Data-Enrichment for Building Management
H Elshaboury, FR Cecconi, ED Angelis, L Baresi, V Scotti
EC3 Conference 2024 5, 0-0, 2024
2024
Towards Parallelising Pre-Trained Transformers
V Scotti, M Carman
ECML PKDD 2024 Workshops, 1-6, 2024
2024
Def2Vec: You Shall Know a Word by Its Definition
I Morazzoni, V Scotti, R Tedesco
INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY 2, 1-21, 2024
2024
EMOTRON: An Expressive Text-to-Speech
C Regna, L Sbattella, V Scotti, A Sukhov, R Tedesco
Machine Learning and Deep Learning in Natural Language Processing, 77, 2023
2023
Analysis of Features for Machine Learning Approaches to Parkinson's Disease Detection
C Ferrante, L Sbattella, V Scotti, B Menon, AS Pillai
Machine Learning and Deep Learning in Natural Language Processing, 169-183, 2023
2023
Generative Empathetic Data-Driven Conversational Agents for Mental Healthcare
V Scotti
Politecnico di Milano, 2023
2023
Def2Vec: Extensible Word Embeddings from Dictionary Definitions
I Morazzoni, V Scotti, R Tedesco
Proceedings of the 6th International Conference on Natural Language and …, 2023
2023
Vitali at ACTI – Transformer-based Conspiracy Theory Identification
M Vitali, V Scotti, MJ Carman
Eighth Evaluation Campaign of Natural Language Processing and Speech Tools …, 2023
2023
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