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News/GSLM2: Multi-Stream Speech Representation Learning and Generative Spoken Language Modeling
arxiv
PublishedNovember 4, 2026 at 5:00 AM

GSLM2: Multi-Stream Speech Representation Learning and Generative Spoken Language Modeling

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arXiv:2611.01143v1 Announce Type: new Abstract: Generative spoken language models (SLMs) offer a route to learning linguistic structure purely from speech, yet they lag far behind text-based models in both capability and data scaling efficiency. We identify two bottlenecks underlying this gap: the l

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