End-to-end Training For Financial Report Summarization

1 code implementation • FNP (COLING) 2020 • Moreno La Quatra, Luca Cagliero

Quoted companies are requested to periodically publish financial reports in textual form.

An Investigation of Incorporating Mamba for Speech Enhancement

1 code implementation • 10 May 2024 • Rong Chao, Wen-Huang Cheng, Moreno La Quatra, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Szu-Wei Fu, Yu Tsao

This work aims to study a scalable state-space model (SSM), Mamba, for the speech enhancement (SE) task.

Speech Enhancement

Benchmarking Representations for Speech, Music, and Acoustic Events

1 code implementation • 2 May 2024 • Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi

Limited diversity in standardized benchmarks for evaluating audio representation learning (ARL) methods may hinder systematic comparison of current methods' capabilities.

Audio Classification Benchmarking +1

ITALIC: An Italian Intent Classification Dataset

1 code implementation • 14 Jun 2023 • Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis

Recent large-scale Spoken Language Understanding datasets focus predominantly on English and do not account for language-specific phenomena such as particular phonemes or words in different lects.

Classification intent-classification +4