Research Article
[Retracted] Application of Internet of Things Technology in Vocal Music Teaching Recording Equipment Assisted by Machine Learning
Table 2
Comparative experimental results based on parallel spatial and temporal feature extraction networks.
| | End-to-end model | Spatial feature extraction network | Time series feature extraction network | Epoch | | DNN | CNN | ResNet | LSTM | BiLSTM | 100 | 200 |
| | Experiment 1 | √ | | | | | 96.5% | 96.6% | | Experiment 2 | | √ | | | | 94.5% | 94.6% | | Experiment 3 | | | √ | | | 94.6% | 94.5% | | Experiment 4 | | | | √ | | 68.8% | 69.4% | | Experiment 5 | | | | | √ | 70.9% | 70.7% | | Experiment 6 | √ | | | | | 97.3% | 97.3% | | Experiment 7 | | √ | | | | 96.2% | 96.1% | | Experiment 8 | | | √ | √ | | 96.2% | 96.2% |
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