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09/20/2023
SpeechAlign: a Framework for Speech Translation Alignment Evaluation
Speech-to-Speech and Speech-to-Text translation are currently dynamic ar...
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06/02/2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23
This paper describes the submission of the UPC Machine Translation group...
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05/21/2023
Explaining How Transformers Use Context to Build Predictions
Language Generation Models produce words based on the previous context. ...
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04/13/2023
Sign Language Translation from Instructional Videos
The advances in automatic sign language translation (SLT) to spoken lang...
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12/02/2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
This paper describes the system developed at the Universitat Politècnica...
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10/28/2022
Efficient Speech Translation with Dynamic Latent Perceivers
Transformers have been the dominant architecture for Speech Translation ...
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09/01/2022
Topic Detection in Continuous Sign Language Videos
Significant progress has been made recently on challenging tasks in auto...
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05/23/2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer
In Neural Machine Translation (NMT), each token prediction is conditione...
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05/14/2022
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation
Transformer-based models have been achieving state-of-the-art results in...
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04/19/2022
On the Locality of Attention in Direct Speech Translation
Transformers have achieved state-of-the-art results across multiple NLP ...
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03/08/2022
Measuring the Mixing of Contextual Information in the Transformer
The Transformer architecture aggregates input information through the se...
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02/09/2022
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation
Speech translation models are unable to directly process long audios, li...
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07/07/2021
Efficient Transformer for Direct Speech Translation
The advent of Transformer-based models has surpassed the barriers of tex...
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05/10/2021
UPC's Speech Translation System for IWSLT 2021
This paper describes the submission to the IWSLT 2021 offline speech tra...
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10/27/2020