A multichannel recurrent network analysis/synthesis model for coupled-string instruments

Wei Chen Chang, Wen-Yu Su

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Struck-string instruments such as pianos usually have groups of strings that terminate at some common bridges. Because of the strong coupling phenomenon, the produced tones can exhibit highly complex modulation patterns, and synthesizing such complex tones turns out to be quite complicated. It is also difficult to determine the synthesis model parameters such that the synthesized tones can match the recorded tones. This paper proposes a multichannel recurrent network based on three previous works: the coupled-string model, the commuted piano synthesis method, and the infinite impulse response (IIR) synthesis method. This work attempts to automatically extract the synthesis parameters by using a neural-network training algorithm without the knowledge of the instruments' physical properties. Encouraging results are shown in the computer simulations

Original languageEnglish
Article number1709910
Pages (from-to)2233-2241
Number of pages9
JournalIEEE Transactions on Audio, Speech and Language Processing
Volume14
Issue number6
DOIs
Publication statusPublished - 2006 Nov 1

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Acoustics and Ultrasonics

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