To help participants get started, we will also provide a set of strong baseline systems, including:
countermeasures based on hand-crafted acoustic features
countermeasures built on self-supervised learning (SSL) features
countermeasures based on audio large language model (ALLM) supervised fine-tuning (SFT)
These baselines are intended to provide solid starting points for further research and development.