Publications of project EVOLANG
2024
| Feature Representations for Automatic Meerkat Vocalization Classification, , , and , in: 4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, 2024 |
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| Nonparametric Variational Regularisation of Pretrained Transformers, and , in: First conference on Language Modelling, 2024 |
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| On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis, and , in: 4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, 2024 |
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2023
| A VAE for Transformers with Nonparametric Variational Information Bottleneck, and , in: The Eleventh International Conference on Learning Representations, 2023 |
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| Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?, and , in: Proceedings of Interspeech, 2023 |
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| Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention, and , in: Transactions on Machine Learning Research, 2023 |
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| Learning to Abstract with Nonparametric Variational Information Bottleneck, , and , in: The 2023 Conference on Empirical Methods in Natural Language Processing, 2023 |
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| Loose and Tight: Creative Formation but Rigid Use of Nominal Compounds in Conspiracist Texts, , and , in: The Journal of Creative Behavior, 2023 |
| Nonparametric Variational Regularisation of Pretrained Transformers, and , in: ArXiv, 2023 |
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| Using Commercial ASR Solutions to Assess Reading Skills in Children: A Case Report, , , , , and , in: Proceedings of Interspeech, pages 4573-4577, 2023 |
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2022
| A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck, and , in: arxiv, 2022 |
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| HyperMixer: An MLP-based Green AI Alternative to Transformers, , , , , , and , in: arxiv, 2022 |
| Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering, , and , in: Proceedings of Interspeech, 2022 |
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