Corpus ID: 34690795

Piano pedaller: a measurement system for classification and visualisation of piano pedalling techniques

@inproceedings{Liang2017PianoPA,
  title={Piano pedaller: a measurement system for classification and visualisation of piano pedalling techniques},
  author={B. Liang and Gy{\"o}rgy Fazekas and Andrew P. McPherson and M. Sandler},
  booktitle={NIME},
  year={2017}
}
This paper presents the results of a study of piano pedalling techniques on the sustain pedal using a newly designed measurement system named Piano Pedaller. The system is comprised of an optical sensor mounted in the piano pedal bearing block and an embedded platform for recording audio and sensor data. This enables recording the pedalling gesture of real players and the piano sound under normal playing conditions. Using the gesture data collected from the system, the task of classifying these… Expand

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References

SHOWING 1-10 OF 23 REFERENCES
Portable Measurement and Mapping of Continuous Piano Gesture
TLDR
The scanner hardware presented in this paper addresses the growing need for alternative solutions while surpassing existing systems in the level of detail measured, and presents a portable optical measurement system for capturing continuous key motion on any piano. Expand
A History of Pianoforte Pedalling
Acknowledgements Introduction Part I: The Instruments: 1. The transition from the harpsichord and clavichord to the piano 2. Stops, levers and pedals Part II. Pedalling and the Early Pianists: 3.Expand
PiaF: A Tool for Augmented Piano Performance Using Gesture Variation Following
TLDR
PiaF (Piano Follower), a prototype for augmenting piano performance by measuring gesture variations, is presented, which uses machine learning techniques for gesture classification and estimation of gesture variations in real-time. Expand
Analysis and modeling of piano sustain-pedal effects.
TLDR
The objective and subjective results show that the algorithm is able to approximately reproduce the main features of the sustain-pedal effect, which is based on 12 string models that correspond to the lowest tones of the piano. Expand
The Elbow Piano: Sonification of Piano Playing Movements
TLDR
The Elbow Piano distinguishes two types of piano touch: a touch with movement in the elbow joint and a touch without, which gives the player an increased awareness of his elbow movements, which is considered valuable for piano education. Expand
Analysis of Piano Playing Movements Spanning Multiple Touches
TLDR
A method for analysis of piano playing movements that allows to judge whether an active movement in a joint has occurred during a given time interval and can be used to provide useful feedback. Expand
Investigating pianists' individuality in the performance of five timbral nuances through patterns of articulation, touch, dynamics, and pedaling
TLDR
This study examined the patterns of timbral expression in performances by four expert pianists to confirm that pianists' abstract notions of timbre correspond to reliable patterns of performance technique and suggest that pianist can express individual styles while complying with specific timbral intentions. Expand
Piano Technique as a Case Study in Expressive Gestural Interaction
TLDR
This work seeks to peel back the abstraction of the key press as a discrete event, developing models of key touch that link qualitative musical intention to quantitative key motion, and aid the development of computer interfaces which connect with human users on an intuitive, expressive level. Expand
Pedaling the Piano: A Brief Survey from the Eighteenth Century to the Present
Anton Rubinstein once characterized the damper pedal as "the soul of the piano." 1 Nonetheless, its historical use (along with that of the other piano pedals) has remained relatively unexplored. AExpand
Analysis and Parametric Synthesis of the Piano Sound Abstract of the of Technology Master's Thesis
In this thesis, an overview of the sound production mechanism of the piano is given. The acoustical properties of the instrument are studied in order to make a baseline for a physical and parametricExpand
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