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Application research of bel canto performance based on artificial intelligence technology

Zhen Wu

Zhen Wu

Tan Kah Kee College, Xiamen UniversityZhangzhou, China
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Wu, Zhen
  
30 nov 2022
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Pubblicato online: 30 nov 2022
Pagine: 133 - 144
Ricevuto: 09 mag 2022
Accettato: 08 ago 2022
DOI: https://doi.org/10.2478/amns.2021.2.00255
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© 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
Schematic diagram of a neural network

Fig. 2

Autoencoder (AE)
Autoencoder (AE)

Fig. 3

Transformer model mechanism
Transformer model mechanism

Fig. 4

Overall network structure diagram. BAP, band aperiodicity; F0, xxx; FFT, yyy; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced
Overall network structure diagram. BAP, band aperiodicity; F0, xxx; FFT, yyy; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced

Fig. 5

Input: ‘score’ encoder
Input: ‘score’ encoder

Fig. 6

Example of music notation
Example of music notation

Fig. 7

Length predictor and duration regulator
Length predictor and duration regulator

Fig. 8

Decoder decoder.BAP, band aperiodicity; F0, xxx; FFT, yyy; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced
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
Residual connection of pitch. BAP, band aperiodicity; MGC, mel-generalised coefficient; V/UV, voiced/unvoiced
Lingua:
Inglese
Frequenza di pubblicazione:
1 volte all'anno
Argomenti della rivista:
Scienze biologiche, Scienze della vita, altro, Matematica, Matematica applicata, Matematica generale, Fisica, Fisica, altro
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