Trung Hieu Nguyen

Are Soft Prompts Good Zero-Shot Learners for Speech Recognition?

2024

Large self-supervised pre-trained speech models require computationally expensive fine-tuning for downstream tasks. Soft prompt tuning offers a simple parameter-efficient alternative by utilizing minimal soft prompt guidance, enhancing portability while also maintaining competitive performance. However, not …