arXiv Open Access 2025

Linguists should learn to love speech-based deep learning models

Marianne de Heer Kloots Paul Boersma Willem Zuidema

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Abstrak

Futrell and Mahowald present a useful framework bridging technology-oriented deep learning systems and explanation-oriented linguistic theories. Unfortunately, the target article's focus on generative text-based LLMs fundamentally limits fruitful interactions with linguistics, as many interesting questions on human language fall outside what is captured by written text. We argue that audio-based deep learning models can and should play a crucial role.

Topik & Kata Kunci

cs.CL cs.SD eess.AS q-bio.NC

Penulis (3)

Marianne de Heer Kloots

Paul Boersma

Willem Zuidema

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APA MLA BibTeX

Kloots, M.d.H., Boersma, P., Zuidema, W. (2025). Linguists should learn to love speech-based deep learning models. https://arxiv.org/abs/2512.14506

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓