Djacon / yandex-ml-cup-2023

26th place solution for Genre predictions task

Yandex ML Cup 2023: Genre Predictions, 26th place

Music genre predictions contest solution based on audio-embedding data.

Prerequisites

• Install track-embeddings/ folder from Kaggle - link
• Install requirements - pip install -r requirements.txt

Same Solution on Kaggle: 🔗 https://www.kaggle.com/code/djacon/yandex-ml-cup-2023-26th-place-solution

Parameters

Metric: Average Precision (AP)
Optimizer: AdamW
Learning Rate: 3e-4
Batch Size: 64
Number of Folds: 10
Number of Epochs: 14
Model Params: 4.7M

Results

Public Score: 0.2762
Private Score: 0.2759