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Browsing by Author "Iranzo Sánchez, Javier"

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Browsing by Author "Iranzo Sánchez, Javier"

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    A comparative study of Neural Machine Translation frameworks for the automatic translation of open data resources 
    Iranzo Sánchez, Javier (Universitat Politècnica de València, 2018-09-11)
    [EN] Machine Translation (MT) is one of the most active areas in Artificial Intelligence, particularly in Pattern Recognition. MT has recently received a great deal of attention by key technology players such as Google, ...
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    Development and evaluation of a Polish Automatic Speech Recognition system using the TLK toolkit 
    Roselló Beneitez, Nahuel Unai (Universitat Politècnica de València, 2020-09-21)
    [EN] Automatic speech recognition (ASR) is a branch of pattern recognition that has currently gained popularity due to technological and structural advances in this field. This work presents the process of making a Polish ...
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    Direct Segmentation Models for Streaming Speech Translation 
    Iranzo-Sánchez, Javier; Giménez Pastor, Adrián; Silvestre Cerdà, Joan Albert; Baquero-Arnal, Pau; Civera Saiz, Jorge; Juan, Alfons (Association for Computational Linguistics, 2020-11-20)
    [EN] The cascade approach to Speech Translation (ST) is based on a pipeline that concatenates an Automatic Speech Recognition (ASR) system followed by a Machine Translation (MT) system. These systems are usually connected by ...
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    Doblaje automático de vídeo-charlas educativas en UPV[Media] 
    Pérez González de Martos, Alejandro Manuel; Giménez Pastor, Adrián; Jorge Cano, Javier; Iranzo Sánchez, Javier; Silvestre Cerdà, Joan Albert; Garcés Díaz-Munío, Gonzalo Vicente; Baquero Arnal, Pau; Sanchis Navarro, José Alberto; Civera Saiz, Jorge; Juan Císcar, Alfonso; Turró Ribalta, Carlos (Editorial Universitat Politècnica de València, 2023-01-09)
    [EN] More and more universities are banking on the production of digital contents to support online or blended learning in higher education. Over the last years, the MLLP research group has been working closely with the ...
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    Europarl-ASR: A Large Corpus of Parliamentary Debates for Streaming ASR Benchmarking and Speech Data Filtering/Verbatimization 
    Garcés Díaz-Munío, Gonçal; Silvestre Cerdà, Joan Albert; Jorge-Cano, Javier; Giménez Pastor, Adrián; Iranzo-Sánchez, Javier; Baquero-Arnal, Pau; Roselló, Nahuel; Pérez-González de Martos, Alejandro Manuel; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons (International Speech Communication Association (ISCA), 2021-09-03)
    [EN] We introduce Europarl-ASR, a large speech and text corpus of parliamentary debates including 1300 hours of transcribed speeches and 70 million tokens of text in English extracted from European Parliament sessions. The ...
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    Europarl-ST: A Multilingual Corpus for Speech Translation of Parliamentary Debates 
    Iranzo-Sánchez, Javier; Silvestre Cerdà, Joan Albert; Jorge-Cano, Javier; Roselló, Nahuel; Giménez, Adriá; Sanchis Navarro, José Alberto; Civera Saiz, Jorge; Juan, Alfons (IEEE, 2020-05-08)
    [EN] Current research into spoken language translation (SLT), or speech-to-text translation, is often hampered by the lack of specific data resources for this task, as currently available SLT datasets are restricted to a ...
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    Evaluation of strategies for the adaptation of large neural models to the task of machine translation in constrained scenarios 
    Iranzo Sánchez, Jorge (Universitat Politècnica de València, 2023-10-22)
    [ES] Históricamente, la traducción automática (TA) ha sido una de las áreas más activas dentro de la inteligencia artificial y, más precisamente, dentro del campo del aprendizaje automático. Gracias al importante progreso ...
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    From Simultaneous to Streaming Machine Translation by Leveraging Streaming History 
    Iranzo-Sánchez, Javier; Civera Saiz, Jorge; Juan, Alfons (Association for Computational Linguistics, 2022-05-27)
    [EN] Simultaneous Machine Translation is the task of incrementally translating an input sentence before it is fully available. Currently, simultaneous translation is carried out by translating each sentence independently ...
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    MLLP-VRAIN Spanish ASR Systems for the Albayzin-RTVE 2020 Speech-To-Text Challenge 
    Jorge-Cano, Javier; Giménez Pastor, Adrián; Baquero-Arnal, Pau; Iranzo-Sánchez, Javier; Pérez-González de Martos, Alejandro Manuel; Garcés Díaz-Munío, Gonçal; Silvestre Cerdà, Joan Albert; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons (2021-03-25)
    [EN] This paper describes the automatic speech recognition (ASR) systems built by the MLLP-VRAIN research group of Universitat Politecnica de València for the Albayzin-RTVE 2020 Speech-to-Text Challenge. The primary system ...
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    MLLP-VRAIN Spanish ASR Systems for the Albayzín-RTVE 2020 Speech-to-Text Challenge: Extension 
    Baquero-Arnal, Pau; Jorge-Cano, Javier; Giménez Pastor, Adrián; Iranzo-Sánchez, Javier; Pérez-González de Martos, Alejandro Manuel; Garcés Díaz-Munío, Gonçal; Silvestre Cerdà, Joan Albert; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons (MDPI AG, 2022-01)
    [EN] This paper describes the automatic speech recognition (ASR) systems built by the MLLP-VRAIN research group of Universitat Politècnica de València for the Albayzín-RTVE 2020 Speech-to-Text Challenge, and includes an ...
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    MLLP-VRAIN UPV systems for the IWSLT 2022 Simultaneous Speech Translation and Speech-to-Speech Translation tasks 
    Iranzo-Sánchez, Javier; Jorge-Cano, Javier; Pérez-González de Martos, Alejandro; Giménez, Adrián; Garcés Díaz-Munío, Gonçal; Baquero-Arnal, Pau; Silvestre Cerdà, Joan Albert; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons (Association for Computational Linguistics (ACL), 2022-05-27)
    [EN] This work describes the participation of the MLLP-VRAIN research group in the two shared tasks of the IWSLT 2022 conference: Simultaneous Speech Translation and Speech-to-Speech Translation. We present our streaming-ready ...
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    On the Influence of Renewable Energy Sources in Electricity Price Forecasting in the Iberian Market 
    Aineto, Diego; Iranzo-Sánchez, Javier; Lemus Zúñiga, Lenin Guillermo; Onaindia De La Rivaherrera, Eva; Urchueguía Schölzel, Javier Fermín (MDPI AG, 2019-06-01)
    [EN] The mainstream of EU policies is heading towards the conversion of the nowadays electricity consumer into the future electricity prosumer (producer and consumer) in markets in which the production of electricity will ...
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    Online Multilingual Neural Machine Translation 
    Iranzo Sánchez, Javier (Universitat Politècnica de València, 2019-10-30)
    [ES] La traducción automática (MT) es un área de investigación sobre el desarrollo de sistemas que traducen textos de manera automática. Actualmente, la mayoría de sistemas de MT utilizan redes neuronales en lo que se ...
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    Segmentation-Free Streaming Machine Translation 
    Iranzo-Sánchez, Javier; Iranzo-Sánchez, Jorge; Giménez, Adria; Civera Saiz, Jorge; Juan, Alfons (MIT Press, 2024-09-04)
    [EN] Streaming Machine Translation (MT) is the task of translating an unbounded input text stream in real-time. The traditional cascade approach, which combines an Automatic Speech Recognition (ASR) and an MT system, relies ...
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    Sistemas de síntesis de voz basados en redes neuronales para lenguas europeas 
    Iranzo Sánchez, Jorge (Universitat Politècnica de València, 2022-09-07)
    [ES] La síntesis de voz (TTS, del inglés Text-To-Speech) es una de las áreas más activas dentro de la inteligencia artificial, particularmente en el campo del aprendizaje automático. Recientemente, esta área ha sido el ...
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    Stream-level Latency Evaluation for Simultaneous Machine Translation 
    Iranzo-Sánchez, Javier; Civera Saiz, Jorge; Juan, Alfons (The Association for Computational Linguistics, 2021-11-11)
    [EN] Simultaneous machine translation has recently gained traction thanks to significant quality improvements and the advent of streaming applications. Simultaneous translation systems need to find a trade-off between ...
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    Streaming cascade-based speech translation leveraged by a direct segmentation model 
    Iranzo-Sánchez, Javier; Jorge-Cano, Javier; Baquero-Arnal, Pau; Silvestre Cerdà, Joan Albert; Giménez Pastor, Adrián; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons (Elsevier, 2021-05-31)
    [EN] The cascade approach to Speech Translation (ST) is based on a pipeline that concatenates an Automatic Speech Recognition (ASR) system followed by a Machine Translation (MT) system. Nowadays, state-of-the-art ST systems ...
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    Streaming neural machine translation systems from English into European languages 
    Calabuig Doménech, Guillem (Universitat Politècnica de València, 2022-10-13)
    [ES] La traducción automática (MT, del inglés Machine Translation) es una de les áreas más activas dentro de la inteligencia artificial, particularmente en el campo del aprendizaje automático. Recientemente, esta área ha ...
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    Streaming neural machine translation systems from European languages into English 
    Sarvazyan, Areg Mikael (Universitat Politècnica de València, 2022-09-05)
    [CA] La traducció automàtica (MT, de l’anglès Machine Translation) és una dels àrees més actives dins de la intel·ligència artificial, particularment en el camp de l’aprenentatge automàtic. Recentment, aquesta àrea ha sigut ...
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    Streaming Neural Speech Translation 
    Iranzo Sánchez, Javier (Universitat Politècnica de València, 2023-11-03)
    [ES] Gracias a avances significativos en aprendizaje profundo, la traducción del habla (ST) se ha convertido en un campo consolidado, lo que permite la utilización de la tecnología ST en soluciones para entornos de producción. ...