Umberto Cappellazzo

According to our database, Umberto Cappellazzo authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Evaluating and Improving Continual Learning in Spoken Language Understanding.

Muqiao Yang, Xiang Li, Umberto Cappellazzo, Shinji Watanabe, Bhiksha Raj

CoRR, 2024

Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters.

Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti

CoRR, 2024

2023

Continual Contrastive Spoken Language Understanding.

Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj

CoRR, 2023

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices.

George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti

CoRR, 2023

Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding.

Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti

CoRR, 2023

2022

Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding.

Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti

CoRR, 2022