Ramon Sanabria

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 44

Top Topics

Machine Translation

Multitask Learning

Speech Recognition

Top Venues

Publications

Alexandra Saliba, Yuanchao Li, Ramon Sanabria, Catherine Lai
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition. CoRR (2024)
Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia, Gustavo Hernández Ábrego
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems. CoRR (2024)
Ramon Sanabria, Ondrej Klejch, Hao Tang, Sharon Goldwater
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling. CoRR (2023)
Ramon Sanabria, Hao Tang, Sharon Goldwater
Analyzing Acoustic Word Embeddings from Pre-Trained Self-Supervised Speech Models. ICASSP (2023)
Ramon Sanabria, Ondrej Klejch, Hao Tang, Sharon Goldwater
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling. INTERSPEECH (2023)
Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell
The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR. CoRR (2023)
Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell
The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR. ICASSP (2023)
Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli
Measuring the Impact of Domain Factors in Self-Supervised Pre-Training. ICASSP Workshops (2023)
Ramon Sanabria, Hao Tang, Sharon Goldwater
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models. CoRR (2022)
Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli
Measuring the Impact of Individual Domain Factors in Self-Supervised Pre-Training. CoRR (2022)
Ramon Sanabria, Austin Waters, Jason Baldridge
Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval. Interspeech (2021)
Ramon Sanabria, Austin Waters, Jason Baldridge
Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval. CoRR (2021)
Ramon Sanabria, Hao Tang, Sharon Goldwater
On the Difficulty of Segmenting Words with Attention. CoRR (2021)
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
Grounded Sequence to Sequence Transduction. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott
Multimodal Speech Recognition with Unstructured Audio Masking. CoRR (2020)
Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott
Fine-Grained Grounding for Multimodal Speech Recognition. EMNLP (Findings) (2020)
Tejas Srinivasan, Ramon Sanabria, Florian Metze
Looking Enhances Listening: Recovering Missing Speech Using Images. ICASSP (2020)
Shruti Palaskar, Ramon Sanabria, Florian Metze
Transfer learning for multimodal dialog. Comput. Speech Lang. 64 (2020)
Tejas Srinivasan, Ramon Sanabria, Florian Metze
Looking Enhances Listening: Recovering Missing Speech Using Images. CoRR (2020)
Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott
Fine-Grained Grounding for Multimodal Speech Recognition. CoRR (2020)
Tejas Srinivasan, Ramon Sanabria, Florian Metze
Multitask Learning For Different Subword Segmentations In Neural Machine Translation. CoRR (2019)
Jan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loïc Barrault, Lucia Specia, Marcello Federico
The IWSLT 2019 Evaluation Campaign. IWSLT (2019)
Ozan Caglayan, Ramon Sanabria, Shruti Palaskar, Loïc Barrault, Florian Metze
Multimodal Grounding for Sequence-to-sequence Speech Recognition. ICASSP (2019)
Tejas Srinivasan, Ramon Sanabria, Florian Metze
Multitask Learning For Different Subword Segmentations In Neural Machine Translation. IWSLT (2019)
Yasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones
Grounding Object Detections With Transcriptions. CoRR (2019)
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
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC (2019)
Tejas Srinivasan, Ramon Sanabria, Florian Metze
Analyzing Utility of Visual Context in Multimodal Speech Recognition Under Noisy Conditions. CoRR (2019)
Tejas Srinivasan, Ramon Sanabria, Florian Metze
CMU's Machine Translation System for IWSLT 2019. IWSLT (2019)
Yasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones
MediaEval 2019: Eyes and Ears Together. MediaEval (2019)
Shruti Palaskar, Ramon Sanabria, Florian Metze
End-to-end Multimodal Speech Recognition. ICASSP (2018)
Ozan Caglayan, Ramon Sanabria, Shruti Palaskar, Loïc Barrault, Florian Metze
Multimodal Grounding for Sequence-to-Sequence Speech Recognition. CoRR (2018)
Siddharth Dalmia, Ramon Sanabria, Florian Metze, Alan W. Black
Sequence-Based Multi-Lingual Low Resource Speech Recognition. ICASSP (2018)
Ramon Sanabria, Florian Metze
Hierarchical Multi Task Learning With CTC. CoRR (2018)
Shruti Palaskar, Ramon Sanabria, Florian Metze
End-to-End Multimodal Speech Recognition. CoRR (2018)
Ramon Sanabria, Florian Metze
Hierarchical Multitask Learning With CTC. SLT (2018)
Siddharth Dalmia, Ramon Sanabria, Florian Metze, Alan W. Black
Sequence-based Multi-lingual Low Resource Speech Recognition. CoRR (2018)
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
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC (2018)
Yasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones
Eyes and Ears Together: New Task for Multimodal Spoken Content Analysis. MediaEval (2018)
Thomas Zenkel, Ramon Sanabria, Florian Metze, Alex Waibel
Subword and Crossword Units for CTC Acoustic Models. INTERSPEECH (2018)
Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Loïc Barrault, Lucia Specia, Florian Metze
How2: A Large-scale Dataset for Multimodal Language Understanding. CoRR (2018)
Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, Alex Waibel
Comparison of Decoding Strategies for CTC Acoustic Models. CoRR (2017)
Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, Alex Waibel
Comparison of Decoding Strategies for CTC Acoustic Models. INTERSPEECH (2017)
Thomas Zenkel, Ramon Sanabria, Florian Metze, Alex Waibel
Subword and Crossword Units for CTC Acoustic Models. CoRR (2017)
Ramon Sanabria, Florian Metze, Fernando De la Torre
Robust end-to-end deep audiovisual speech recognition. CoRR (2016)