National Anthem (2020)

In a response to the recent legislative process of the National Anthem Ordinance in Hong Kong, National Anthem is a music based artwork exploring the use of machine learning in media art o2 rechnung lässt sich nichten. The piece used the Google Magenta library to learn over 140 national anthems in the world minecraft kostenlos downloaden spielen.

It employed the Long Short-Term Memory (LSTM) neural network to perform the training videos mit opera downloaden. The artwork is interactive. Audience can input a sequence of 5 musical notes from a midi keyboard in the exhibition. The custom software will generate a new version of national anthem for the audience with length in 15 seconds twint herunterladen.

Here is a video of the screen capture of the performance.

National Anthem

The image below is a typical melody generated from the software with the initial 5 input notes neue version von internet explorer kostenlos downloaden.

National anthem melody generated from the software

Source code

Part of the source code of the project can be found in this GitHub repository – hörbücher kostenlos download mp3. (opens in a new tab)" href="" target="_blank">National Anthem.


The artwork participated in the group exhibition Castles in The Air, 3 Apr – 30 May 2020 in the Karin Weber Gallery, Hong Kong filmeen stream.

Castles in the Air exhibition (Karin Weber Gallery)