Open Access

Application research of bel canto performance based on artificial intelligence technology

   | Nov 30, 2022

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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
eISSN:
2444-8656
Language:
English
Publication timeframe:
Volume Open
Journal Subjects:
Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics