32 citations · 35 across the 5 of their papers we have counts for
5 papers
Optimizing ASR for Catalan-Spanish Code-Switching: A Comparative Analysis of Methodologies
Carlos Mena, Pol Serra, Jacobo Romero +6
Code-switching (CS), the alternating use of two or more languages, challenges automatic speech recognition (ASR) due to scarce training data and linguistic similarities. The lack o…
Enhancing Crowdsourced Audio for Text-to-Speech Models
José Giraldo, Martí Llopart-Font, Alex Peiró-Lilja +3
High-quality audio data is a critical prerequisite for training robust text-to-speech models, which often limits the use of opportunistic or crowdsourced datasets. This paper prese…
The Catalan Language CLUB
Carlos Rodriguez-Penagos, Carme Armentano-Oller, Marta Villegas +4
The Catalan Language Understanding Benchmark (CLUB) encompasses various datasets representative of different NLU tasks that enable accurate evaluations of language models, followin…
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodriguez-Penagos +5
Multilingual language models have been a crucial breakthrough as they considerably reduce the need of data for under-resourced languages. Nevertheless, the superiority of language-…
MarIA: Spanish Language Models
Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marc Pàmies +7
This work presents MarIA, a family of Spanish language models and associated resources made available to the industry and the research community. Currently, MarIA includes RoBERTa-…