Routed sparse autoencoders disentangle linguistic and paralinguistic information in self-supervised speech encoders using route-specific supervision and cross-factor adversaries
Read the original at arxiv.org→arXiv:2610.10865v1 Announce Type: new Abstract: Self-supervised speech encoders contain linguistic and paralinguistic information in a shared, entangled representation space. We combine a TopK sparse autoencoder...
Original headline: "Disentangling Linguistic and Paralinguistic Information with Routed Sparse Autoencoders"
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- Oct 9, 04:00 UTC arXiv cs.CL lead source Disentangling Linguistic and Paralinguistic Information with Routed Sparse Autoencoders