Final Year Project (FYP) Progress

Week 1:

• Have a meeting with the supervisor to discuss the potential projects.
• Research about the potential projects.

Week 2:

• Decide the FYP title after meeting with the supervisor. Title: "Speaker Identification based on Convolutional Neural Network (CNN) and Different Feature Extraction".
• Start doing the literature review.

Week 3

• Continue doing the literature review.
• Setting up the project environment.
• Get familiar with Python and Jupyter Notebook.

Week 4

• Continue doing the literature review.
• Tried feature extraction by using MFCC and Mel Spectrogram
• Trained Siamese Network from scratch (Omniglot recognition).

Week 5

• Further study the relevant research based on the supervisor's suggestion.
• Mock the feature extraction process in real-time performance.
• Study the way to implement the custom Siamese neural network.