Scattering Transform for Playing Technique Recognition (2021)
Abstract / truncated to 115 words
Playing techniques are expressive elements in music performances that carry important information about music expressivity and interpretation. When displaying playing techniques in the time-frequency domain, we observe that each has a distinctive spectro-temporal pattern. Based on the patterns of regularity, we group commonly-used playing techniques into two families: pitch modulation-based techniques (PMTs) and pitch evolution-based techniques (PETs). The former are periodic modulations that elaborate on stable pitches, including vibrato, tremolo, trill, and flutter-tongue; while the latter contain monotonic pitch changes, such as acciaccatura, portamento, and glissando. In this thesis, we present a general framework based on the scattering transform for playing technique recognition. We propose two variants of the scattering transform, the adaptive scattering and ...
music signal analysis – music performance analysis – scattering transform – audio classification – instrumental playing techniques – performer identification – chick calls
Information
- Author
- Wang, Changhong
- Institution
- Queen Mary University of London
- Supervisors
- Publication Year
- 2021
- Upload Date
- Feb. 2, 2022
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