Understanding and analyzing multimedia creation allows the development of powerful tools for musicians, designers, ecologists, and others. To work toward such tools, relevant work at the SenSIP center focuses on analyzing human activity in recordings, transforming sounds, modeling musical instruments, video summarization, activity detection and creating immersive interactive environments.