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Language Discrimination Improves Linguistic Learning in Multilingual Speech Models

Multilingual self-supervised speech models can benefit from sharing information across languages, but under a matched total pretraining data budget they still fall short of monolingual models.

By Apple ML Research
Language Discrimination Improves Linguistic Learning in Multilingual Speech Models

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Originally published by Apple ML Research on Oct 2, 2026.

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