DocumentCode
3648914
Title
Automated control of sound synthesis in live musical performances using modified online time warping
Author
Gordan Kreković;Davor Petrinović
Author_Institution
Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
fYear
2012
Firstpage
187
Lastpage
190
Abstract
This paper presents a system for automating sound synthesis parameters during live musical performances. It is a novel practical solution for keyboard players who need to manually control numerous synthesis parameters while playing at the same time. Our idea was to let musicians define how parameters will change through time by inserting automation data into a prerecorded musical piece. During a live performance of the same piece, our system employs a score following algorithm and applies these automation data at the right moments. A referent recording is represented as a MIDI file, whilst a performance is a stream of MIDI events. For the task of score following we implemented the on-line time warping (OLTW) algorithm modified to work with MIDI data. To convert sequential MIDI events into the values at equidistant points in time we employed time framing. As of our knowledge, this is the first usage of OLTW on MIDI representations. We devised a module for applying automation data which includes forward estimation for better time precision. The whole solution was implemented in Java as a real-time system. The evaluation with live performances yielded encouraging results which confirmed the effectiveness of our algorithm and its implementation.
Keywords
"Automation","Real-time systems","Heuristic algorithms","Algorithm design and analysis","Time series analysis","Delay","Hidden Markov models"
Publisher
ieee
Conference_Titel
ELMAR, 2012 Proceedings
ISSN
1334-2630
Print_ISBN
978-1-4673-1243-1
Type
conf
Filename
6338502
Link To Document