Computational Models of Expressive Music Performance: the State of the Art

نویسندگان

  • JOHANNA DEVANEY
  • Gerhard Widmer
  • Werner Goebl
چکیده

This contribution gives an overview of the state of the art in the field of computational modeling of expressive music performance. The notion of predictive computational model is briefly discussed, and a number of quantitative models of various aspects of expressive performance are briefly reviewed. Four selected computational models are reviewed in some detail. Their basic principles and assumptions are explained and, wherever possible, empirical evaluations of the models on real performance data are reported. In addition to these models, which focus on general, common principles of performance, currently ongoing research on the formal characterisation of differences in individual performance style are briefly presented.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Effectiveness of Expressive Group Art Therapy on Decreasing Anxiety of Orphaned Children

Objective: The purpose of this study was to examine the effectiveness of expressive arts therapy on decreasing anxiety of orphaned girls living in family-like centers of Mashhad, Iran.  Methods: One week prior to final examinations, participants were randomly assigned to either an expressive art-making group or a control group. The State-trait anxiety inventory was administered before and af...

متن کامل

The ACCompanion v0.1: An Expressive Accompaniment System

In this paper we present a preliminary version of the ACCompanion, an expressive accompaniment system for MIDI input. The system uses a probabilistic monophonic score follower to track the position of the soloist in the score, and a linear Gaussian model to compute tempo updates. The expressiveness of the system is powered by the Basis-Mixer, a state-of-the-art computational model of expressive...

متن کامل

Sense in Expressive Music Performance: Data Acquisition, Computational Studies, and Models

This chapter gives an introduction to basic directions of current research in expressive music performance. A special focus is given on the various methods to acquire performance data either during a performance (e.g., through computer-monitored instruments) or from audio recordings. We then survey computational approaches to formalise and model the various aspects in expressive music performan...

متن کامل

The Final Ritard: On Music, Motion, and Kinematic Models

Computer Music Journal, 27:3, pp. 66–72, Fall 2003 2003 Massachusetts Institute of Technology. Motion plays an important role in music, a fact evidenced not only by the wealth of terminology used by musicians and music theorists that refer to music in ‘‘motional’’ terms. Consider, for example, how we speak of music as ‘‘slowing down,’’ ‘‘speeding up,’’ ‘‘moving from F-sharp to G,’’ etc. A consi...

متن کامل

Modeling Embellishment, Timing and Energy Expressive Transformations in Jazz Guitar

 Professional musicians manipulate sound properties such as timing, energy, pitch and timbre in order to add expression to their performances. However, there is little quantitative information about how and in which context this manipulation occurs. This is particularly true in Jazz music where learning to play expressively is mostly acquired intuitively. In this paper we describe a machine le...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004