SpectralFT fine-tunes only the top singular vectors of pre-trained Transformer weights for speaker verification, achieving modest EER reductions over LoRA on two benchmarks.
Parameter-efficient fine-tuning of speaker-aware dynamic prompts for speaker verification,
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Spectral-Aware Low-Rank Adaptation for Speaker Verification
SpectralFT fine-tunes only the top singular vectors of pre-trained Transformer weights for speaker verification, achieving modest EER reductions over LoRA on two benchmarks.