Disentangling Linguistic and Paralinguistic Information with Routed Sparse Autoencoders

arXiv:2610.10865 · cs.CL, eess.AS · Submitted 2026-10-07 · Read on arXiv

cs.CL, eess.AS

Submitted: 2026-10-07

Updated: 2026-10-07

Terminology

Accuracy — 4× in this paper · explained in 1 episode
Representation Learning — 4× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Sparsity — 3× in this paper · explained in 4 episodes
Adversarial Training — 2× in this paper · explained in 1 episode
Foundation Model — 2× in this paper · explained in 3 episodes
Foundation Models — 2× in this paper · explained in 7 episodes
Affective Computing — 1× in this paper · explained in 1 episode
Embeddings — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Self-Supervised Learning — 1× in this paper · explained in 7 episodes
Self-Supervised Learning (SSL) — 1× in this paper · explained in 4 episodes
Sparse Autoencoders (SAEs) — 1× in this paper · explained in 3 episodes
Transformer — 1× in this paper · explained in 2 episodes

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