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.
DyLoRA: Parameter-efficient tuning of pre-trained models using dynamic search- free low-rank adaptation,
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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.