Gerard I. Gállego

According to our database, Gerard I. Gállego authored at least 20 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Single-stage TTS with Masked Audio Token Modeling and Semantic Knowledge Distillation.

Gerard I. Gállego, Roy Fejgin, Chunghsin Yeh, Xiaoyu Liu, Gautam Bhattacharya

CoRR, 2024

Unveiling the Role of Pretraining in Direct Speech Translation.

Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SpeechAlign: A Framework for Speech Translation Alignment Evaluation.

Belen Alastruey, Aleix Sant, Gerard I. Gállego, David Dale, Marta R. Costa-jussà

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Pushing the Limits of Zero-shot End-to-End Speech Translation.

Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23.

Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Efficient Speech Translation with Dynamic Latent Perceivers.

Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà

Proceedings of the IEEE International Conference on Acoustics, 2023

Sign Language Translation from Instructional Videos.

Laia Tarrés, Gerard I. Gállego, Amanda Cardoso Duarte, Jordi Torres, Xavier Giró-i-Nieto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Explaining How Transformers Use Context to Build Predictions.

Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas, Marta R. Costa-jussà

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Topic Detection in Continuous Sign Language Videos.

Alvaro Budria, Laia Tarrés, Gerard I. Gállego, Francesc Moreno-Noguer, Jordi Torres, Xavier Giró-i-Nieto

CoRR, 2022

Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22.

Laia Tarrés, Gerard I. Gállego, Xavier Giró-i-Nieto, Jordi Torres

Proceedings of the Seventh Conference on Machine Translation, 2022

Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation.

Gerard Sant, Gerard I. Gállego, Belen Alastruey, Marta Ruiz Costa-jussà

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

Evaluating Gender Bias in Speech Translation.

Marta R. Costa-jussà, Christine Basta, Gerard I. Gállego

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022.

Ioannis Tsiamas, Gerard I. Gállego, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

SHAS: Approaching optimal Segmentation for End-to-End Speech Translation.

Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Measuring the Mixing of Contextual Information in the Transformer.

Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer.

Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

On the Locality of Attention in Direct Speech Translation.

Belen Alastruey, Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

2021

Efficient Transformer for Direct Speech Translation.

Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà

CoRR, 2021

UPC's Speech Translation System for IWSLT 2021.

Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà

CoRR, 2021

End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021.

Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà

Proceedings of the 18th International Conference on Spoken Language Translation, 2021