Zobrazeno 1 - 10
of 22
pro vyhledávání: '"Cuervo, Santiago"'
Macroscopic intelligibility models predict the expected human word-error-rate for a given speech-in-noise stimulus. In contrast, microscopic intelligibility models aim to make fine-grained predictions about listeners' perception, e.g. predicting phon
Externí odkaz:
http://arxiv.org/abs/2404.01737
Autor:
Cuervo, Santiago, Marxer, Ricard
Speech Language Models (SLMs) aim to learn language from raw audio, without textual resources. Despite significant advances, our current models exhibit weak syntax and semantic abilities. However, if the scaling properties of neural language models h
Externí odkaz:
http://arxiv.org/abs/2404.00685
Autor:
Cuervo, Santiago, Marxer, Ricard
Speech foundation models (SFMs) have been benchmarked on many speech processing tasks, often achieving state-of-the-art performance with minimal adaptation. However, the SFM paradigm has been significantly less explored for applications of interest t
Externí odkaz:
http://arxiv.org/abs/2401.14289
Publikováno v:
Advances in Neural Information Processing Systems, 2022
The success of deep learning comes from its ability to capture the hierarchical structure of data by learning high-level representations defined in terms of low-level ones. In this paper we explore self-supervised learning of hierarchical representat
Externí odkaz:
http://arxiv.org/abs/2206.02211
Autor:
Cuervo, Santiago, Grabias, Maciej, Chorowski, Jan, Ciesielski, Grzegorz, Łańcucki, Adrian, Rychlikowski, Paweł, Marxer, Ricard
We investigate the performance on phoneme categorization and phoneme and word segmentation of several self-supervised learning (SSL) methods based on Contrastive Predictive Coding (CPC). Our experiments show that with the existing algorithms there is
Externí odkaz:
http://arxiv.org/abs/2110.15909
Autor:
Cuervo, Santiago, Melgarejo, Miguel, Blanco-Cañon, Angie, Reyes-Fajardo, Laura, Rojas-Galeano, Sergio
We present an algorithm for multi-objective optimization of computationally expensive problems. The proposed algorithm is based on solving a set of surrogate problems defined by models of the real one, so that only solutions estimated to be approxima
Externí odkaz:
http://arxiv.org/abs/2103.10736
Autor:
Cuervo, Santiago, Alzate, Marco
With artificial intelligence systems becoming ubiquitous in our society, its designers will soon have to start to consider its social dimension, as many of these systems will have to interact among them to work efficiently. With this in mind, we prop
Externí odkaz:
http://arxiv.org/abs/2006.11769
Autor:
Gómez-Cuervo, Santiago, Alfonsín, Carolina, Hernández, Jerónimo, Feijoo, Gumersindo, Moreira, Maria Teresa, Omil, Francisco
Publikováno v:
In Journal of Cleaner Production 1 February 2017 143:1191-1202
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
El propósito principal del presente artículo academico es dar a conocer la importancia de la estabilidad de las organizaciones en las comunidades más vulnerables, como las fluctuaciones comerciales afectan de manera economica a las personas y a ra
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4ba1fdfce5518c24e5a12a4ff1a812d4