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Learning task-specific subspaces via interventional post-training of speech foundation models

arXiv cs.CL · 2026-06-17 Cached

This paper proposes a post-training refinement approach using interventional contrastive learning to disentangle speech foundation model representations into separate content and speaker subspaces. The method shows improved out-of-domain speaker verification performance and evidence of successful separation.

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