Guzheng music culture popularization and the construction of the digital communication platform
27 févr. 2025
À propos de cet article
Publié en ligne: 27 févr. 2025
Reçu: 04 oct. 2024
Accepté: 25 janv. 2025
DOI: https://doi.org/10.2478/amns-2025-0120
Mots clés
© 2025 Shaofen Tang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
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 |