Title
WDCH Dreams
Categories
A/V Performance, Public Art
Locations
Los Angeles, CA
Date
27 Sep 19

The Los Angeles Philharmonic has collaborated with media artist Refik Anadol to celebrate our history and explore our future. Using machine learning algorithms, Anadol and his team has developed a unique machine intelligence approach to the LA Phil digital archives – 45 terabytes of data. The results are stunning visualizations for WDCH Dreams, a project that is both a week-long public art installation projected onto the building’s exterior skin and a season-long immersive exhibition inside, in the Ira Gershwin Gallery

To make Walt Disney Concert Hall “dream,” Anadol utilized a creative, computerized “mind” to mimic how humans dream – by processing memories to form a new combination of images and ideas. To accomplish this, Anadol worked with the Artists and Machine Intelligence program at Google Arts and Culture and researcher Parag K. Mital to apply machine intelligence to the orchestra’s digital archives – nearly 45 terabytes of data – 587,763 image files, 1,880 video files, 1,483 metadata files, and 17,773 audio files (the equivalent of 40,000 hours of audio from 16,471 performances). The files were parsed into millions of data points that were then categorized by hundreds of attributes, by deep neural networks with the capacity to both remember the totality of the LA Phil’s “memories” and create new connections between them. This “data universe” is Anadol’s material, and machine intelligence is his artistic collaborator. Together, they create something new in image and sound by awakening the metaphorical “consciousness” of Walt Disney Concert Hall. The result is a radical visualization of the organization’s first century and an exploration of synergies between art and technology, and architecture and institutional memory.

To actualize this vision, Anadol is employing 42 large scale projectors, with 50K visual resolution, 8-channel sound, and 1.2M luminance in total. The resulting patterns, or “data sculptures” formed by the machine’s interpretation of the archives will be displayed directly onto the undulating stainless-steel exterior of Walt Disney Concert Hall.

WDCH Dreams’ accompanying soundtrack was created from hand-picked audio from the LA Phil’s archival recordings. Sound designers Robert Thomas, and Kerim Karaoglu augmented these selections by using machine-learning algorithms to find similar performances recorded throughout the LA Phil’s history, creating a unique exploration of historic audio recordings.

Inside Walt Disney Concert Hall, in the Ira Gershwin Gallery, is an immersive and interactive companion installation, offering a unique, one-on-one experience for each gallery visitor. The exhibition presents the entire LA Phil digital archives in a non-linear fashion. The visitor, via a touchscreen interface, can interact with the archives in multiple ways: via a sunburst timeline; through curated moments highlighting milestones in the LA Phil’s 100-year history; and by delving into to the entire data universe that can be uniquely manipulated by each gallery visitor. The space will be re-imagined as a mirrored U-shaped room with two-channel projection. Visuals will be projected onto the mirrored surface giving the visitor a truly immersive, 360-degree experience.

Refik Anadol Studio:
Carrie He
Christina Moushoul
Efsun Erkilic
Kian Khiaban
Ho Man Leung
Nicholas Boss
Nate Mohler
Raman Mustafa
Refik Anadol
Toby Heinemann

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Collaborators:
Adam Roberts
AnalogNative
Bahadır Dağdelen
Gökhan Doğan
Kenric McDowell
Kerim Karaoglu
Kyle McLean
Luna Nane
Parag K. Mital
Robert Thomas
Ross Goodwin
schnellebuntebilder
Yusuf Emre Kucur

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44.5TB Data Collection / Memories of LA Phil
Audio Datasets
Image Datasets
Synthetic Architecture / Augmenting WDCH's Skin
Pre-visualization
Audio UMAP Data Universe
Audio UMAP Data Universe
GAN Algorithm Pipeline for Machine Hallucinations
WDCH Dreams - Machine Hallucinations
tSNE Algorithms / Image Recognition Pipeline
Image Recognition Pipeline
Image Recognition Pipeline
tSNE Data Sculpture
tSNE Data Sculpture / Memories of LA Phil
tSNE Data Sculpture / Memories of LA Phil
LA Phil Archive Data Analysis
Sunburst Diagram of LA Phil's 100 Years
Sunburst Diagram of LA Phil's 100 Years
Sunburst Diagram of LA Phil's 100 Years
Sunburst Diagram of LA Phil's 100 Years
Sunburst Diagram of LA Phil's 100 Years
WDCH Dreams - Installation Setup
WDCH Dreams - Installation Setup
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