@inproceedings{DBLP:conf/acl/CappellazzoFYFB24,
author = {Umberto Cappellazzo and
Enrico Fini and
Muqiao Yang and
Daniele Falavigna and
Alessio Brutti and
Bhiksha Raj},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Continual Contrastive Spoken Language Understanding},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {3727--3741},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.223},
doi = {10.18653/V1/2024.FINDINGS-ACL.223},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CappellazzoFYFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WrightCZRYFAB24,
author = {George August Wright and
Umberto Cappellazzo and
Salah Zaiem and
Desh Raj and
Lucas Ondel Yang and
Daniele Falavigna and
Mohamed Nabih Ali and
Alessio Brutti},
title = {Training Early-Exit Architectures for Automatic Speech Recognition:
Fine-Tuning Pre-Trained Models or Training from Scratch},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2024 - Workshops, Seoul, Republic of Korea, April 14-19,
2024},
pages = {685--689},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSPW62465.2024.10627008},
doi = {10.1109/ICASSPW62465.2024.10627008},
timestamp = {Wed, 04 Sep 2024 08:54:35 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WrightCZRYFAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YangCLR24,
author = {Muqiao Yang and
Umberto Cappellazzo and
Xiang Li and
Bhiksha Raj},
title = {Improving Continual Learning of Acoustic Scene Classification via
Mutual Information Optimization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {7105--7109},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446846},
doi = {10.1109/ICASSP48485.2024.10446846},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YangCLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00828,
author = {Umberto Cappellazzo and
Daniele Falavigna and
Alessio Brutti},
title = {Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture
of Adapters},
journal = {CoRR},
volume = {abs/2402.00828},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00828},
doi = {10.48550/ARXIV.2402.00828},
eprinttype = {arXiv},
eprint = {2402.00828},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10427,
author = {Muqiao Yang and
Xiang Li and
Umberto Cappellazzo and
Shinji Watanabe and
Bhiksha Raj},
title = {Evaluating and Improving Continual Learning in Spoken Language Understanding},
journal = {CoRR},
volume = {abs/2402.10427},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10427},
doi = {10.48550/ARXIV.2402.10427},
eprinttype = {arXiv},
eprint = {2402.10427},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-12319,
author = {Umberto Cappellazzo and
Minsu Kim and
Honglie Chen and
Pingchuan Ma and
Stavros Petridis and
Daniele Falavigna and
Alessio Brutti and
Maja Pantic},
title = {Large Language Models Are Strong Audio-Visual Speech Recognition Learners},
journal = {CoRR},
volume = {abs/2409.12319},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.12319},
doi = {10.48550/ARXIV.2409.12319},
eprinttype = {arXiv},
eprint = {2409.12319},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-12319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CappellazzoFB23,
author = {Umberto Cappellazzo and
Daniele Falavigna and
Alessio Brutti},
editor = {Naomi Harte and
Julie Carson{-}Berndsen and
Gareth Jones},
title = {An Investigation of the Combination of Rehearsal and Knowledge Distillation
in Continual Learning for Spoken Language Understanding},
booktitle = {24th Annual Conference of the International Speech Communication Association,
Interspeech 2023, Dublin, Ireland, August 20-24, 2023},
pages = {735--739},
publisher = {{ISCA}},
year = {2023},
url = {https://doi.org/10.21437/Interspeech.2023-198},
doi = {10.21437/INTERSPEECH.2023-198},
timestamp = {Fri, 14 Jun 2024 14:12:12 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CappellazzoFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CappellazzoYFB23,
author = {Umberto Cappellazzo and
Muqiao Yang and
Daniele Falavigna and
Alessio Brutti},
editor = {Naomi Harte and
Julie Carson{-}Berndsen and
Gareth Jones},
title = {Sequence-Level Knowledge Distillation for Class-Incremental End-to-End
Spoken Language Understanding},
booktitle = {24th Annual Conference of the International Speech Communication Association,
Interspeech 2023, Dublin, Ireland, August 20-24, 2023},
pages = {2953--2957},
publisher = {{ISCA}},
year = {2023},
url = {https://doi.org/10.21437/Interspeech.2023-242},
doi = {10.21437/INTERSPEECH.2023-242},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CappellazzoYFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13899,
author = {Umberto Cappellazzo and
Muqiao Yang and
Daniele Falavigna and
Alessio Brutti},
title = {Sequence-Level Knowledge Distillation for Class-Incremental End-to-End
Spoken Language Understanding},
journal = {CoRR},
volume = {abs/2305.13899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13899},
doi = {10.48550/ARXIV.2305.13899},
eprinttype = {arXiv},
eprint = {2305.13899},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09546,
author = {George August Wright and
Umberto Cappellazzo and
Salah Zaiem and
Desh Raj and
Lucas Ondel Yang and
Daniele Falavigna and
Alessio Brutti},
title = {Training dynamic models using early exits for automatic speech recognition
on resource-constrained devices},
journal = {CoRR},
volume = {abs/2309.09546},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09546},
doi = {10.48550/ARXIV.2309.09546},
eprinttype = {arXiv},
eprint = {2309.09546},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02699,
author = {Umberto Cappellazzo and
Enrico Fini and
Muqiao Yang and
Daniele Falavigna and
Alessio Brutti and
Bhiksha Raj},
title = {Continual Contrastive Spoken Language Understanding},
journal = {CoRR},
volume = {abs/2310.02699},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02699},
doi = {10.48550/ARXIV.2310.02699},
eprinttype = {arXiv},
eprint = {2310.02699},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08161,
author = {Umberto Cappellazzo and
Daniele Falavigna and
Alessio Brutti},
title = {Exploring the Joint Use of Rehearsal and Knowledge Distillation in
Continual Learning for Spoken Language Understanding},
journal = {CoRR},
volume = {abs/2211.08161},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08161},
doi = {10.48550/ARXIV.2211.08161},
eprinttype = {arXiv},
eprint = {2211.08161},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
