Sound Synthesis Based on Ordinary Differential Equations

Ordinary differential equations (ODEs) have been studied for centuries as a means to model complex dynamical processes from the real world. Nevertheless, their application to sound synthesis has not yet been fully exploited. In this article we present a systematic approach to sound synthesis based on first-order complex and real ODEs. Using simple time-dependent and nonlinear terms, we illustrate the mapping between ODE coefficients and physically meaningful control parameters such as pitch, pitch bend, decay rate, and attack time. We reveal the connection between nonlinear coupling terms and frequency modulation, and we discuss the implications of this scheme in connection with nonlinear synthesis. The ability to excite a first-order complex ODE with an external input signal is also examined; stochastic or impulsive signals that are physically or synthetically produced can be presented as input to the system, offering additional synthesis possibilities, such as those found in excitation/filter synthesis and filter-based modal synthesis.

[1]  Perry R. Cook,et al.  Real Sound Synthesis for Interactive Applications , 2002 .

[2]  Xavier Rodet,et al.  Nonlinear Dynamics in Physical Models: Simple Feedback-Loop Systems and Properties , 1999, Computer Music Journal.

[3]  Adolfo Maia,et al.  A gestural control for a nonlinear sound synthesis method , 2000, Proceedings of the 2000 Third IEEE International Caracas Conference on Devices, Circuits and Systems (Cat. No.00TH8474).

[4]  Daniel W. Martin Decay Rates of Piano Tones , 1947 .

[5]  Baake,et al.  Fitting ordinary differential equations to chaotic data. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[6]  Federico Avanzini,et al.  Efficient synthesis of tension modulation in strings and membranes based on energy estimation. , 2012, The Journal of the Acoustical Society of America.

[7]  Axel Röbel Synthesizing Natural Sounds Using Dynamic Models of Sound Attractors , 2001, Computer Music Journal.

[8]  Dan Slater Chaotic Sound Synthesis , 1998 .

[9]  Bernd Schoner,et al.  State Reconstruction for Determining Predictability in Driven Nonlinear Acoustical Systems , 1996 .

[10]  F. Busse An exploration of chaos: J. Argyris, G. Faust and M. Haase, Elsevier, Amsterdam, 1994, 722 pp., ISBN 0-444-82002-7 (hardbound), 0-444-82003-5 (paperback) , 1994 .

[11]  Eric Lindemann Routes to Chaos in a Non-Linear Musical Instrument Model , 1988 .

[12]  Letellier,et al.  Global vector-field reconstruction by using a multivariate polynomial L2 approximation on nets. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[13]  Richard Kronland-Martinet,et al.  A Percussive Sound Synthesizer Based on Physical and Perceptual Attributes , 2006, Computer Music Journal.

[14]  Mario Mulansky,et al.  Odeint - Solving ordinary differential equations in C++ , 2011, ArXiv.

[15]  Xavier Rodet,et al.  Nonlinear dynamics in physical models , 1999 .

[16]  Jeff Pressing,et al.  Nonlinear Maps as Generators of Musical Design , 1988 .

[17]  James P. Crutchfield,et al.  Geometry from a Time Series , 1980 .

[18]  H. Kantz,et al.  Nonlinear time series analysis , 1997 .

[19]  Martin Cooke,et al.  Modelling auditory processing and organisation , 1993, Distinguished dissertations in computer science.

[20]  Athanasios Mouchtaris,et al.  Instantaneous Detection and Classification of Impact Sound: Turning Simple Objects into Powerful Musical Control Interfaces , 2014, ICMC.

[21]  John M. Chowning,et al.  The Synthesis of Complex Audio Spectra by Means of Frequency Modulation , 1973 .

[22]  Giuseppe Rega,et al.  An exploration of chaos , 1996 .

[23]  Matti Karjalainen,et al.  Modeling of tension modulation nonlinearity in plucked strings , 2000, IEEE Trans. Speech Audio Process..

[24]  Jonatas Manzolli Musical Applications Derived from the FracWave Sound Synthesis Method , 1993 .

[25]  Roey Izhaki,et al.  Mixing Audio: Concepts, Practices and Tools , 2008 .

[26]  Felix L. Chernousko,et al.  Control of Nonlinear Dynamical Systems , 2008 .

[27]  Jean Laroche,et al.  Multichannel excitation/filter modeling of percussive sounds with application to the piano , 1994, IEEE Trans. Speech Audio Process..

[28]  D. Lathrop Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering , 2015 .

[29]  Steven H. Strogatz,et al.  Nonlinear Dynamics and Chaos , 2024 .