This is a Master's Thesis for the last semester of the Master's Programme In Computer Engineering (AI, Vision, and Sound) at Aalborg University.
- Lukas Bisgaard Kristensen
- Jan Østergaard
- Mohammad Bokaei
Installing the packages required:
pip install -r requirements.txt
The dataset used for running the models is the LibriTTS corpus (cleaned), which can be accessed through the link https://openslr.org/60/.
The models folder contains three different models (AE100, AE25, and AE-VQ) and a main.py, which gathers information about the dataset.
For each model and packet loss variation, a sample was plotted together with a sample that can be played compared to the ground truth and can be seen in the Results folder.
The baseline performance for the models without packet loss can be seen in the image below:
