The MIT PixelPlayer project is a powerful video processing tool that can automatically identify and separate different sound sources from videos, including instrument sounds. By jointly analyzing sound and image data, the system achieves precise sound localization and separation, pushing the boundaries of audio-visual processing technology. This provides new perspectives and tools for the research and application of multimodal artificial intelligence.