# Team Epoch | Best working notes

First of all, we would like to thank the BirdCLEF Host and Kaggle Team for this competition.
To anyone that is interested in our working notes, it can be found
[here](https://github.com/TeamEpochGithub/iv-q4-birdclef-2024/blob/main/docs/working_note/Addressing_the_Challenges_of_Domain_Shift_in_Bird_Call_Classification_for_BirdCLEF_2024.pdf)
:
To briefly summarize the contents, our working notes describes what architectures, data augmentation methods we used along with an analysis on the domain shift problem, with possible solutions and a detailed ablation study.
The source code can also be found
[here](https://github.com/TeamEpochGithub/iv-q4-birdclef-2024)