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Journals
Applied Mathematics and Nonlinear Sciences
Volume 8 (2023): Issue 2 (July 2023)
Open Access
Application research of bel canto performance based on artificial intelligence technology
Zhen Wu
Zhen Wu
| Nov 30, 2022
Applied Mathematics and Nonlinear Sciences
Volume 8 (2023): Issue 2 (July 2023)
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Published Online:
Nov 30, 2022
Page range:
133 - 144
Received:
May 09, 2022
Accepted:
Aug 08, 2022
DOI:
https://doi.org/10.2478/amns.2021.2.00255
Keywords
artificial intelligence
,
bel canto
,
performance
,
science and technology
© 2023 Zhen Wu, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Fig. 1
Schematic diagram of a neural network
Fig. 2
Autoencoder (AE)
Fig. 3
Transformer model mechanism
Fig. 4
Overall network structure diagram. BAP, band aperiodicity; F0, xxx; FFT, yyy; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced
Fig. 5
Input: ‘score’ encoder
Fig. 6
Example of music notation
Fig. 7
Length predictor and duration regulator
Fig. 8
Decoder decoder.BAP, band aperiodicity; F0, xxx; FFT, yyy; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced
Fig. 9
Residual connection of pitch. BAP, band aperiodicity; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced