Ramon Sanabria

According to our database, Ramon Sanabria authored at least 32 papers between 2016 and 2024.

Collaborative distances:

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

2024

Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems.

Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia, Gustavo Hernández Ábrego

CoRR, 2024

Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition.

Alexandra Saliba, Yuanchao Li, Ramon Sanabria, Catherine Lai

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling.

Ramon Sanabria, Ondrej Klejch, Hao Tang, Sharon Goldwater

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Analyzing Acoustic Word Embeddings from Pre-Trained Self-Supervised Speech Models.

Ramon Sanabria, Hao Tang, Sharon Goldwater

Proceedings of the IEEE International Conference on Acoustics, 2023

Measuring the Impact of Domain Factors in Self-Supervised Pre-Training.

Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli

Proceedings of the IEEE International Conference on Acoustics, 2023

The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR.

Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Measuring the Impact of Individual Domain Factors in Self-Supervised Pre-Training.

Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli

CoRR, 2022

2021

On the Difficulty of Segmenting Words with Attention.

Ramon Sanabria, Hao Tang, Sharon Goldwater

CoRR, 2021

Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval.

Ramon Sanabria, Austin Waters, Jason Baldridge

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Grounded Sequence to Sequence Transduction.

Lucia Specia, Loïc Barrault, Ozan Caglayan, Amanda Cardoso Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovický, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, Raman Arora

IEEE J. Sel. Top. Signal Process., 2020

Transfer learning for multimodal dialog.

Shruti Palaskar, Ramon Sanabria, Florian Metze

Comput. Speech Lang., 2020

Multimodal Speech Recognition with Unstructured Audio Masking.

Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott

CoRR, 2020

Looking Enhances Listening: Recovering Missing Speech Using Images.

Tejas Srinivasan, Ramon Sanabria, Florian Metze

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Fine-Grained Grounding for Multimodal Speech Recognition.

Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Analyzing Utility of Visual Context in Multimodal Speech Recognition Under Noisy Conditions.

Tejas Srinivasan, Ramon Sanabria, Florian Metze

CoRR, 2019

Grounding Object Detections With Transcriptions.

Yasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones

CoRR, 2019

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis.

Eduard H. Hovy, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alex Hauptmann, Florian Metze, Teruko Mitamura, Zaid Sheikh, Ankit Dangi, Aditi Chaudhary, Xianyang Chen, Xiang Kong, Bernie Huang, Salvador Medina, Hector Liu, Xuezhe Ma, Maria Ryskina, Ramon Sanabria, Varun Gangal

Proceedings of the 2019 Text Analysis Conference, 2019

MediaEval 2019: Eyes and Ears Together.

Yasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Multitask Learning For Different Subword Segmentations In Neural Machine Translation.

Tejas Srinivasan, Ramon Sanabria, Florian Metze

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

CMU's Machine Translation System for IWSLT 2019.

Tejas Srinivasan, Ramon Sanabria, Florian Metze

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

The IWSLT 2019 Evaluation Campaign.

Jan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loïc Barrault, Lucia Specia, Marcello Federico

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Multimodal Grounding for Sequence-to-sequence Speech Recognition.

Ozan Caglayan, Ramon Sanabria, Shruti Palaskar, Loïc Barrault, Florian Metze

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

How2: A Large-scale Dataset for Multimodal Language Understanding.

Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Loïc Barrault, Lucia Specia, Florian Metze

CoRR, 2018

Hierarchical Multi Task Learning With CTC.

Ramon Sanabria, Florian Metze

CoRR, 2018

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis.

Eduard H. Hovy, Taylor Berg-Kirkpatrick, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alexander G. Hauptmann, Florian Metze, Teruko Mitamura, Aditi Chaudhary, Xianyang Chen, Bernie Po-Yao Huang, Hector Zhengzhong Liu, Xuezhe Ma, Shruti Palaskar, Dheeraj Rajagopal, Maria Ryskina, Ramon Sanabria

Proceedings of the 2018 Text Analysis Conference, 2018

Hierarchical Multitask Learning With CTC.

Ramon Sanabria, Florian Metze

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Eyes and Ears Together: New Task for Multimodal Spoken Content Analysis.

Yasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Subword and Crossword Units for CTC Acoustic Models.

Thomas Zenkel, Ramon Sanabria, Florian Metze, Alex Waibel

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

End-to-end Multimodal Speech Recognition.

Shruti Palaskar, Ramon Sanabria, Florian Metze

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Sequence-Based Multi-Lingual Low Resource Speech Recognition.

Siddharth Dalmia, Ramon Sanabria, Florian Metze, Alan W. Black

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Comparison of Decoding Strategies for CTC Acoustic Models.

Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, Alex Waibel

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Robust end-to-end deep audiovisual speech recognition.

Ramon Sanabria, Florian Metze, Fernando De la Torre

CoRR, 2016