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followers: 6.0 following: 0.0 repos: 12.0 gists: 0.0

Name: Umberto Cappellazzo

Type: User

Company: University of Trento/Fondazione Bruno Kessler

Bio: PhD candidate @ University of Trento. Interests: Continual Learning and efficient finetuning for speech.Now working on Multimodal LLMs @ Imperial College London

Twitter: Umberto_Senpai

Location: Trento

Umberto Cappellazzo's Projects

auto_avsr icon auto_avsr

Auto-AVSR: Lip-Reading Sentences Project + LLMs

cl_anthology icon cl_anthology

An anthology of recent continual learning papers, where people interested in this fascinating topic can start discovering its multidimensional representations.

cl_slu icon cl_slu

"An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding", accepted at INTERSPEECH 2023.

continuum icon continuum

A clean and simple data loading library for Continual Learning

icefall icon icefall

Forked icefall for early-exit integration and combination with Flowers for federated-learning ASR. [JSALT2023]

petl_ast icon petl_ast

This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters".

slurp-seqkd icon slurp-seqkd

"Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding", accepted at INTERSPEECH 2023.

slurp_cl_example icon slurp_cl_example

A demo for defining a CIL scenario for SLURP and how to train a seq2seq model on that.

speeq icon speeq

A framework for automatic speech recognition

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