Theobald, Barry-John

1. Learning Spatially-Aware Language and Audio Embeddings
   2024/09/17 by Bhavika Devnani, Skyler Seto, Devnani, Bhavika +13 · 14 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
2. Modality Dropout for Improved Performance-driven Talking Faces
   2020/05/27 by Abdelaziz, Ahmed Hussen, Theobald, Barry-John, Dixon, Paul +3 · 5 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
3. ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models
   2024/01/30 by Jee-weon Jung, Wangyou Zhang, Jung, Jee-weon +13 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
4. Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
   2024/02/01 by Zakaria Aldeneh, Takuya Higuchi, Aldeneh, Zakaria +15 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
5. REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
   2023/09/07 by Seto, Skyler, Theobald, Barry-John, Danieli, Federico +2 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization
   2024/09/05 by Lin, Yong, Seto, Skyler, ter Hoeve, Maartje +6 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards
   2024/02/28 by Katherine Metcalf, Metcalf, Katherine, Miguel Sarabia +5 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics
8. MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias
   2020/12/09 by Ruiz, Nataniel, Theobald, Barry-John, Ranjan, Anurag +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. On the role of Lip Articulation in Visual Speech Perception
   2022/03/18 by Zakaria Aldeneh, Masha Fedzechkina, Aldeneh, Zakaria +11 · 1 citation
   Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Graphics (cs.GR) #Human Motion and Animation #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
10. Understanding the Robustness of Multi-Exit Models under Common Corruptions
    2022/12/03 by Akshay Mehra, Mehra, Akshay, Skyler Seto +5 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques
11. Aligning LLMs by Predicting Preferences from User Writing Samples
    2025/05/27 by Stéphane Aroca-Ouellette, Natalie Mackraz, Aroca-Ouellette, Stéphane +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Semantic Web and Ontologies
12. Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
    2025/02/21 by Anirudh Sundar, Sinead A. Williamson, Sundar, Anirudh +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
13. Towards Automatic Assessment of Self-Supervised Speech Models using Rank
    2024/09/16 by Aldeneh, Zakaria, Thilak, Vimal, Higuchi, Takuya +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
14. Fairness Dynamics During Training
    2025/06/02 by Patel, Krishna, Sivakumar, Nivedha, Theobald, Barry-John +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Evaluating Gender Bias Transfer between Pre-trained and Prompt-Adapted Language Models
    2024/12/04 by Natalie Mackraz, Nivedha Sivakumar, Mackraz, Natalie +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification