4 citations · 4 across the 4 of their papers we have counts for
5 papers
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
Laia Tarrés, Gerard I. Gàllego, Xavier Giró-i-Nieto +1
This paper describes the system developed at the Universitat Politècnica de Catalunya for the Workshop on Machine Translation 2022 Sign Language Translation Task, in particular, fo…
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation
Gerard Sant, Gerard I. Gállego, Belen Alastruey +1
Transformer-based models have been achieving state-of-the-art results in several fields of Natural Language Processing. However, its direct application to speech tasks is not trivi…
On the Locality of Attention in Direct Speech Translation
Belen Alastruey, Javier Ferrando, Gerard I. Gállego +1
Transformers have achieved state-of-the-art results across multiple NLP tasks. However, the self-attention mechanism complexity scales quadratically with the sequence length, creat…
Efficient Transformer for Direct Speech Translation
Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà
The advent of Transformer-based models has surpassed the barriers of text. When working with speech, we must face a problem: the sequence length of an audio input is not suitable f…
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021
Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano +2
This paper describes the submission to the IWSLT 2021 offline speech translation task by the UPC Machine Translation group. The task consists of building a system capable of transl…