Research Article
A Lightweight Deep Learning-Based Approach for Jazz Music Generation in MIDI Format
Table 2
Results analysis of the model for loss with respect to the epoch.
| | Number of epoch | Midi files dataset 1 | Midi files dataset 2 | Classical dataset |
| | 10 | 4.12 | 4.56 | 2.60 | | 20 | 2.34 | 2.89 | 0.92 | | 30 | 0.84 | 0.64 | 0.52 | | 40 | 0.40 | 0.41 | 0.41 | | 50 | 0.39 | 0.34 | 0.11 | | 60 | 0.38 | 0.24 | 0.10 | | 70 | 0.18 | 0.24 | 0.02 | | 80 | 0.04 | 0.22 | 0.02 | | 90 | 0.04 | 0.20 | 0.01 | | 100 | 0.03 | 0.06 | 0.01 |
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