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mdhk committed Jun 10, 2024
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16 changes: 15 additions & 1 deletion _sources/speech-perception/speech-perception_intro.md
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# Speech Perception

Welcome to the Speech Perception workshop!
Welcome to the Speech Perception workshop!

In the journal club, we will discuss the following papers:

Key Paper:
- Pasad, A., Chien, C. M., Settle, S., & Livescu, K. (2024). What Do Self-Supervised Speech Models Know About Words? _Transactions of the Association for Computational Linguistics, 12_, 372-391. https://doi.org/10.1162/tacl_a_00656

For presentations, choose from:
- Mohebbi, H., Chrupała, G., Zuidema, W., & Alishahi, A. (2023). Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers. In _Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing_ (pp. 8249-8260). https://doi.org/10.18653/v1/2023.emnlp-main.513

- Both of:
- Shen, G., Alishahi, A., Bisazza, A., Chrupała, G. (2023) Wave to Syntax: Probing spoken language models for syntax. _Proc. INTERSPEECH 2023_, 1259-1263. https://doi.org/10.21437/Interspeech.2023-679
- de Heer Kloots, M. & Zuidema, W. (2024). Human-like Linguistic Biases in Neural Speech Models: Phonetic Categorization and Phonotactic Constraints in Wav2Vec2.0. _Accepted to Proc. INTERSPEECH 2024_. [Find the PDF on Canvas]

During the computer labs, we will work through [this notebook](https://clclab.github.io/IEinAI/speech-perception/speech_perception_lab.html).
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