UniverSLU: A Versatile Spoken Language Understanding Model for Diverse Tasks with Natural Language Instructions

A single multi-task learning model "UniverSLU" can perform various speech classification and sequence generation tasks, often outperforming or matching state-of-the-art task-specific models. UniverSLU leverages natural language instructions as prompts to enhance user-friendliness and generalization.