Publications

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2023

Baquero Arnal, Pau

Transformer models for Machine Translation and Streaming Automatic Speech Recognition PhD Thesis

Universitat Politècnica de València, 2023, (Advisors: Alfons Juan Ciscar and Hermann Ney).

Abstract | Links | BibTeX | Tags: Automatic Speech Recognition, Neural Machine Translation, Transformer, Transformer Language Model

2022

Baquero-Arnal, Pau; Jorge, Javier; Giménez, Adrià; Iranzo-Sánchez, Javier; Pérez-González-de-Martos, Alejandro; Garcés Díaz-Munío, Gonçal V; Silvestre-Cerdà, Joan Albert; Civera, Jorge; Sanchis, Albert; Juan, Alfons

MLLP-VRAIN Spanish ASR Systems for the Albayzin-RTVE 2020 Speech-To-Text Challenge: Extension Journal Article

Applied Sciences, 12 (2), pp. 804, 2022.

Abstract | Links | BibTeX | Tags: Automatic Speech Recognition, Natural Language Processing, streaming

Iranzo-Sánchez, Javier; Jorge, Javier; Pérez-González-de-Martos, Alejandro; Giménez, Adrià; Garcés Díaz-Munío, Gonçal V; Baquero-Arnal, Pau; Silvestre-Cerdà, Joan Albert; Civera, Jorge; Sanchis, Albert; Juan, Alfons

MLLP-VRAIN UPV systems for the IWSLT 2022 Simultaneous Speech Translation and Speech-to-Speech Translation tasks Inproceedings

Proc. of 19th Intl. Workshop on Spoken Language Translation (IWSLT 2022), pp. 255–264, Dublin (Ireland), 2022.

Abstract | Links | BibTeX | Tags: Simultaneous Speech Translation, speech-to-speech translation

Pérez González de Martos, Alejandro ; Giménez Pastor, Adrià ; Jorge Cano, Javier ; Iranzo-Sánchez, Javier; Silvestre-Cerdà, Joan Albert; Garcés Díaz-Munío, Gonçal V; Baquero-Arnal, Pau; Sanchis Navarro, Alberto ; Civera Sáiz, Jorge ; Juan Ciscar, Alfons ; Turró Ribalta, Carlos

Doblaje automático de vídeo-charlas educativas en UPV[Media] Inproceedings

Proc. of VIII Congrés d'Innovació Educativa i Docència en Xarxa (IN-RED 2022), pp. 557–570, València (Spain), 2022.

Abstract | Links | BibTeX | Tags: automatic dubbing, Automatic Speech Recognition, Machine Translation, OER, text-to-speech

2021

Jorge, Javier; Giménez, Adrià; Baquero-Arnal, Pau; Iranzo-Sánchez, Javier; Pérez-González-de-Martos, Alejandro; Garcés Díaz-Munío, Gonçal V; Silvestre-Cerdà, Joan Albert; Civera, Jorge; Sanchis, Albert; Juan, Alfons

MLLP-VRAIN Spanish ASR Systems for the Albayzin-RTVE 2020 Speech-To-Text Challenge Inproceedings

Proc. of IberSPEECH 2021, pp. 118–122, Valladolid (Spain), 2021.

Abstract | Links | BibTeX | Tags: Automatic Speech Recognition, Natural Language Processing, streaming

Iranzo-Sánchez, Javier; Jorge, Javier; Baquero-Arnal, Pau; Silvestre-Cerdà, Joan Albert ; Giménez, Adrià; Civera, Jorge; Sanchis, Albert; Juan, Alfons

Streaming cascade-based speech translation leveraged by a direct segmentation model Journal Article

Neural Networks, 142 , pp. 303–315, 2021.

Abstract | Links | BibTeX | Tags: Automatic Speech Recognition, Cascade System, Deep Neural Networks, Hybrid System, Machine Translation, Segmentation Model, Speech Translation, streaming

Garcés Díaz-Munío, Gonçal V; Silvestre-Cerdà, Joan Albert ; Jorge, Javier; Giménez, Adrià; Iranzo-Sánchez, Javier; Baquero-Arnal, Pau; Roselló, Nahuel; Pérez-González-de-Martos, Alejandro; Civera, Jorge; Sanchis, Albert; Juan, Alfons

Europarl-ASR: A Large Corpus of Parliamentary Debates for Streaming ASR Benchmarking and Speech Data Filtering/Verbatimization Inproceedings

Proc. Interspeech 2021, pp. 3695–3699, Brno (Czech Republic), 2021.

Abstract | Links | BibTeX | Tags: Automatic Speech Recognition, speech corpus, speech data filtering, speech data verbatimization

2020

Baquero-Arnal, Pau ; Jorge, Javier ; Giménez, Adrià ; Silvestre-Cerdà, Joan Albert ; Iranzo-Sánchez, Javier ; Sanchis, Albert ; Civera, Jorge ; Juan, Alfons

Improved Hybrid Streaming ASR with Transformer Language Models Inproceedings

Proc. of 21st Annual Conf. of the Intl. Speech Communication Association (InterSpeech 2020), pp. 2127–2131, Shanghai (China), 2020.

Abstract | Links | BibTeX | Tags: hybrid ASR, language models, streaming, Transformer

Iranzo-Sánchez, Javier; Giménez Pastor, Adrià ; Silvestre-Cerdà, Joan Albert; Baquero-Arnal, Pau; Saiz, Jorge Civera; Juan, Alfons

Direct Segmentation Models for Streaming Speech Translation Inproceedings

Proc. of 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), pp. 2599–2611, 2020.

Abstract | Links | BibTeX | Tags: Segmentation, Speech Translation, streaming

2019

Baquero-Arnal, Pau ; Iranzo-Sánchez, Javier ; Civera, Jorge ; Juan, Alfons

The MLLP-UPV Spanish-Portuguese and Portuguese-Spanish Machine Translation Systems for WMT19 Similar Language Translation Task Inproceedings

Proc. of Fourth Conference on Machine Translation (WMT19), pp. 179-184, Florence (Italy), 2019.

Abstract | Links | BibTeX | Tags: Machine Translation, Neural Machine Translation, WMT19

2018

Valor Miró, Juan Daniel ; Baquero-Arnal, Pau; Civera, Jorge; Turró, Carlos; Juan, Alfons

Multilingual videos for MOOCs and OER Journal Article

Journal of Educational Technology & Society, 21 (2), pp. 1–12, 2018.

Abstract | Links | BibTeX | Tags: Machine Translation, MOOCs, multilingual, Speech Recognition, video lecture repositories

Iranzo-Sánchez, Javier ; Baquero-Arnal, Pau ; Garcés Díaz-Munío, Gonçal V; Martínez-Villaronga, Adrià ; Civera, Jorge ; Juan, Alfons

The MLLP-UPV German-English Machine Translation System for WMT18 Inproceedings

Proc. of the Third Conference on Machine Translation (WMT18), Volume 2: Shared Task Papers, pp. 422–428, Brussels (Belgium), 2018.

Abstract | Links | BibTeX | Tags: Data Selection, Machine Translation, Neural Machine Translation, WMT18 news translation