DICE-Talk is an advanced technology for generating emotion-driven talking portraits. It can produce vivid and diverse emotional expressions. This technology uses diffusion models to decouple identity and emotion, providing realistic and diverse outputs. Its significance lies in bringing higher interactivity and expressiveness to areas such as virtual characters, animation, gaming, and social media, making it suitable for research and development needs.