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2020 – today
- 2024
[c5]Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj:
Continual Contrastive Spoken Language Understanding. ACL (Findings) 2024: 3727-3741- [c4]George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti:
Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. ICASSP Workshops 2024: 685-689 - [c3]Muqiao Yang, Umberto Cappellazzo, Xiang Li, Bhiksha Raj:
Improving Continual Learning of Acoustic Scene Classification via Mutual Information Optimization. ICASSP 2024: 7105-7109 - [i7]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti:
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR abs/2402.00828 (2024) - [i6]Muqiao Yang, Xiang Li, Umberto Cappellazzo, Shinji Watanabe, Bhiksha Raj:
Evaluating and Improving Continual Learning in Spoken Language Understanding. CoRR abs/2402.10427 (2024) - [i5]Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic:
Large Language Models Are Strong Audio-Visual Speech Recognition Learners. CoRR abs/2409.12319 (2024) - 2023
- [c2]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: 735-739 - [c1]Umberto Cappellazzo
, Muqiao Yang, Daniele Falavigna, Alessio Brutti:
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH 2023: 2953-2957 - [i4]Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti:
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR abs/2305.13899 (2023) - [i3]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 abs/2309.09546 (2023) - [i2]Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj:
Continual Contrastive Spoken Language Understanding. CoRR abs/2310.02699 (2023) - 2022
- [i1]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti:
Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR abs/2211.08161 (2022)
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