Zobrazeno 1 - 10
of 2 744
pro vyhledávání: '"A Fonollosa"'
Autor:
Fonollosa, Laia Garrobé, Gillespie, Douglas, Stankovic, Lina, Stankovic, Vladimir, Rendell, Luke
Passive acoustic monitoring (PAM) data is often weakly labelled, audited at the scale of detection presence or absence on timescales of minutes to hours. Moreover, this data exhibits great variability from one deployment to the next, due to differenc
Externí odkaz:
http://arxiv.org/abs/2410.17006
Data scarcity and the modality gap between the speech and text modalities are two major obstacles of end-to-end Speech Translation (ST) systems, thus hindering their performance. Prior work has attempted to mitigate these challenges by leveraging ext
Externí odkaz:
http://arxiv.org/abs/2402.10422
Despite substantial progress in multilingual extractive Question Answering (QA), models with high and uniformly distributed performance across languages remain challenging, especially for languages with limited resources. We study cross-lingual trans
Externí odkaz:
http://arxiv.org/abs/2309.17134
This paper describes the submission of the UPC Machine Translation group to the IWSLT 2023 Offline Speech Translation task. Our Speech Translation systems utilize foundation models for speech (wav2vec 2.0) and text (mBART50). We incorporate a Siamese
Externí odkaz:
http://arxiv.org/abs/2306.01327
The widespread use of machine learning has raised the question of quantum supremacy for supervised learning as compared to quantum computational advantage. In fact, a recent work shows that computational and learning advantage are, in general, not eq
Externí odkaz:
http://arxiv.org/abs/2304.06687
End-to-end Speech Translation is hindered by a lack of available data resources. While most of them are based on documents, a sentence-level version is available, which is however single and static, potentially impeding the usefulness of the data. We
Externí odkaz:
http://arxiv.org/abs/2212.09699
Autor:
Antonio Vitale, Valeria Caggiano, Eduardo Martín-Nares, Nunzia Di Meglio, Cristian Sica, Andrea Hinojosa-Azaola, Maria Orsetta Perfetti, Alessandra Pagliara, Giorgia Guidetti, Alex Fonollosa, Roberta Lopez, Jessica Sbalchiero, Jurgen Sota, Ester Carreño, Perla Ayumi Kawakami-Campos, Stefano Gentileschi, Alejandra de-la-Torre, Gian Marco Tosi, Maria Antonietta Mazzei, Alberto Balistreri, Bruno Frediani, Luca Cantarini, Claudia Fabiani
Publikováno v:
Frontiers in Medicine, Vol 11 (2024)
ObjectiveDry eye disease (DED) is a condition associated with a myriad of systemic disorders. According to recent preliminary data, axial spondylarthritis (axial-SpA) could represent a new entity associated with DED. Therefore, this study aimed to as
Externí odkaz:
https://doaj.org/article/8213e46f54b0420189c462f26b98de21
Autor:
Antonio Vitale, Judith Palacios-Olid, Valeria Caggiano, Gaafar Ragab, José Hernández-Rodríguez, Laura Pelegrín, Germán Mejía-Salgado, Laura Zarate-Pinzón, Stefano Gentileschi, Jurgen Sota, Alex Fonollosa, Ester Carreño, Carla Gaggiano, Rana Hussein Amin, Alberto Balistreri, Javier Narváez, Gian Marco Tosi, Bruno Frediani, Luca Cantarini, Alejandra de-la-Torre, Claudia Fabiani
Publikováno v:
Frontiers in Medicine, Vol 11 (2024)
Externí odkaz:
https://doaj.org/article/ea807a7659df4b4dbffc6ae5bd951701
Transformers have been the dominant architecture for Speech Translation in recent years, achieving significant improvements in translation quality. Since speech signals are longer than their textual counterparts, and due to the quadratic complexity o
Externí odkaz:
http://arxiv.org/abs/2210.16264
Publikováno v:
Journal of Ophthalmic Inflammation and Infection, Vol 14, Iss 1, Pp 1-5 (2024)
Abstract Purpose To report the use of Fluocinolone intravitreal implant (Iluvien) for the treatment of persistent cystoid macular edema (CME) due to immune recovery uveitis syndrome in a patient with previous cytomegalovirus retinitis and acute myelo
Externí odkaz:
https://doaj.org/article/843553cf57cc459296e400004dd76275