Center for Computer Research in Music and Acoustics
COVID Policies
See CCRMA's COVID policies for 2023.
CCRMA Seeks Grav/PHP/JSON/markdown/YAML expert
CCRMA WAVE (Wall for AudioVisual Expression) presents
Upcoming Events
CCRMA's Online Classes
CCRMA currently offers several online courses to the general public:
Chris Chafe "ONLINE JAMMING AND CONCERT TECHNOLOGY"Perry Cook and Julius Smith "PHYSICS-BASED SOUND SYNTHESIS FOR GAMES AND INTERACTIVE SYSTEMS"
Jay LeBoeuf "CAREERS IN MEDIA TECHNOLOGY"
Xavier Serra and Julius Smith "AUDIO SIGNAL PROCESSING FOR MUSIC APPLICATIONS"
Matt Wright (with David Zicarelli) "PROGRAMMING MAX: STRUCTURING INTERACTIVE SOFTWARE FOR DIGITAL ARTS"
Recent Events
Hannes Muesch - Speech Intelligibility

Centering Disability in Online Musical Experiences

Rajna Swaminathan, with Ganavya & Myra Melford

FREE and Open to the Public
Les Atlas (UW) - Better clipping for audio spectrogram DNNs

But audio has always been troublesome with these networks. What the heck do you do with that damn phase? Sometimes you can just throw it away, but if you keep it the phase doesn’t work the way that normal numbers do (like image intensity). And complex numbers aren’t any easier. Networks like TasNet avoid the phase problem by learning multiple overlapping “wavelets”.
Recent News
Hearables Will Monitor Your Brain and Body to Augment Your Life, by Poppy Crum
Quote from the article:
ARTFUL DESIGN — A new (comic) book by Ge Wang!

What is the nature of design, and the meaning it holds in human life? What does it mean to design well -- to design ethically? How can the shaping of technology reflect our values as human beings? These are the questions addressed in Ge Wang's new book, ARTFUL DESIGN (check it out: https://artful.design/).
Technology that Knows What You're Feeling: TED2018 Talk Featuring Dr. Poppy Crum
What happens when technology knows more about us than we do? Poppy Crum studies how we express emotions -- and she suggests the end of the poker face is near, as new tech makes it easy to see the signals that give away how we're feeling. In a talk and demo, she shows how "empathetic technology" can read physical signals like body temperature and the chemical composition of our breath to inform on our emotional state. For better or for worse. "If we recognize the power of becoming technological empaths, we get this opportunity where technology can help us bridge the emotional and cognitive divide," Crum says.
CCRMA's SLOrk Featured in Wired Magazine
The Aural Magic of Stanford's Laptop Orchestra

CCRMA: Award-winning Faculty!
Way to go, Poppy!
CTA Honors Five for Outstanding Contributions to Tech Industry Initiatives and Standards