臺灣博碩士論文加值系統

摘　要i
Abstractii
誌 謝iii
List of Tablesvi
List of Figuresvii
Abbreviationsix
Chapter 1 Introduction1
1.1Foreword1
1.2Recent Research and Motivations2
1.3Frequency compensation methods2
Chapter 2 Methodology5
2.1 Total outline of the research5
2.2 Data collection6
2.3 Model selection7
2.3.1 Proposed model architecture7
2.3.2 Input features7
2.3.3 Long Short-term Memory9
2.4 Training the model10
2.4.1 Dataset splitting and cross validation10
2.4.2 Model Hyperparameters ,Optimizer and loss function11
2.4.3 Finetune the model using transfer learning12
Chapter 3 Results and Discussion13
3.1 Pretrained model result13
3.2 Fine-tuned model result18
3.3 Analysis of Model Error Distribution24
3.4 Comparison with other works26
Chapter 4 Conclusion and Future Works31
Reference32

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