Umberto Cappellazzo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Language Understanding

General Knowledge

Commonsense Knowledge

Cognitive Psychology

Top Venues

Publications

Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR (2024)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. ACL (Findings) (2024)
Muqiao Yang, Xiang Li, Umberto Cappellazzo, Shinji Watanabe, Bhiksha Raj
Evaluating and Improving Continual Learning in Spoken Language Understanding. CoRR (2024)
Muqiao Yang, Umberto Cappellazzo, Xiang Li, Bhiksha Raj
Improving Continual Learning of Acoustic Scene Classification via Mutual Information Optimization. ICASSP (2024)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. INTERSPEECH (2023)
George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. CoRR (2023)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. CoRR (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR (2022)