Center for Computer Research in Music and Acoustics
CCRMA Summer Workshops
Summer 2024 Workshops: CCRMA Summer Workshops Announced! There are a wide variety of offerings, some in person, some on line, and some hybrid. Have a look! More will be announced as they're organized, so check back with us frequently!
[Check out the schedule] [Register for workshops]
There will be opportunities for financial assistance for some workshops - check specific pages for more details.
CCRMA Open House 2024
Upcoming Events
Dynamical mechanisms of how an RNN keeps a beat, uncovered with a low-dimensional reduced model
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/iran/img_0080.jpeg)
4D Audio-Visual Learning: A Visual Perspective of Sound Propagation and Production
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/iran/avatar3.jpg)
Recent Events
NeuralNote: An Audio-to-MIDI Plugin Using Machine Learning
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/jos/photo_damien_2021_2.jpg)
Abstract: NeuralNote is an open-source audio-to-MIDI VST/AU plugin that uses machine learning for accurate audio-to-MIDI transcription. This talk will begin with an in-depth look at BasicPitch, the machine learning model from Spotify that powers NeuralNote. We will explore its internal workings and how it processes audio to generate MIDI data. Next, we will cover the integration of BasicPitch into the NeuralNote plugin, implemented in C++ using the JUCE framework. We will discuss the challenges of incorporating neural network inference in audio plugins, focusing on real-time processing, thread safety, and performance. A comparison of the ONNXRuntime and RTNeural libraries will highlight the options for neural network integration in this domain.
Guillermo Galindo: Nexo Organico/Organic Nexus
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/cobasica/gg-credit-zen-cohen-2048x1547.jpg)
Special Guest: William Winant
Josh Mitchell: Master's Recital
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/cobasica/poster.png)
FREE and Open to the Public | In Person + Livestream
Sami Wurm: Master's Recital
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/cobasica/yellow_closeup_portrait_2.jpg)
FREE and Open to the Public
Past Live Streamed Events
Recent News
Behind the Scenes at the Stanford Laptop Orchestra
![](http://ww2.kqed.org/news/wp-content/uploads/sites/10/2015/04/photo-e1429825646897.jpg)
THX and Dr. James A. Moorer in the NYTimes
Read the full article here!
http://artsbeat.blogs.nytimes.com/2015/04/17/as-thx-gets-a-new-trailer-an-interview-with-its-composer/?hpw&rref=movies&action=click&pgtype=Homepage&module=well-region®ion=bottom-well&WT.nav=bottom-well
How a University Launched the Electronic Music Revolution
![](http://www.metroactive.com/features/images/04.01.15/CCRMA.jpg)
Article about CCRMA and Andrew Nelson's book featured recently on MetroNews:
Stanford and the Computer Music Revolution
The Father of the Digital Synthesizer
![](/sites/default/files/user/networth/chowningyamaha2.png)
Interesting article about our own John Chowining on pricenomics.com. Enjoy!