Guzheng music culture popularization and the construction of the digital communication platform
27 lut 2025
O artykule
Data publikacji: 27 lut 2025
Otrzymano: 04 paź 2024
Przyjęty: 25 sty 2025
DOI: https://doi.org/10.2478/amns-2025-0120
Słowa kluczowe
© 2025 Shaofen Tang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.
Figure 1.
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Figure 7.
Figure 8.
Confusion matrix graph
| 303 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 |
| 0 | 301 | 0 | 3 | 0 | 0 | 0 | 0 | 1 | 0 |
| 0 | 0 | 302 | 0 | 0 | 0 | 4 | 0 | 1 | 0 |
| 0 | 0 | 0 | 307 | 0 | 0 | 0 | 0 | 5 | 0 |
| 8 | 0 | 0 | 0 | 275 | 4 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 312 | 0 | 0 | 0 | 0 |
| 0 | 0 | 6 | 0 | 0 | 0 | 295 | 0 | 0 | 83 |
| 0 | 0 | 16 | 0 | 0 | 0 | 2 | 175 | 0 | 0 |
| 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 306 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 6 | 286 |
The recognition accuracy of the modified VGGNet is compared with that of simple MFCC
| label | Evaluate the accuracy of data in MFCC (%) | Evaluate the accuracy of data in VGGNet (%) |
|---|---|---|
| Beach | 82.5 | 91.6 |
| Bus | 83.1 | 97.4 |
| Café | 72.3 | 76.8 |
| Car | 85.1 | 96.1 |
| City | 79.7 | 93.0 |
| Forest | 78.6 | 93.9 |
| Grocery | 80.9 | 87.8 |
| Home | 77.3 | 77.4 |
| Library | 70.2 | 70.6 |
| Metro | 80.6 | 82.6 |
| Office | 81.6 | 86.1 |
| Park | 67.1 | 70.1 |
| Residential | 68.9 | 66.9 |
| Train | 78.7 | 82.7 |
| Tram | 85.8 | 89.1 |
| Avg | 78.2 | 85.8 |