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Rahul Midha

Accumulated Local Effects (ALE) Plot in Audio Classification

Accumulated Local Effects (ALE) Plot in Audio Classification

Model explainability refers to the concept of being able to understand the machine learning model. Being able to interpret a model increases trust in AI. There are two ways to interpret a model i.e. Global vs Local Interpretation. Global interpretation helps us in understanding how a model makes decisions

SHAP Feature Importance in Audio Classification

SHAP Feature Importance in Audio Classification

Audio Classification is one of the most widely used applications nowadays and a lot of research has been done on classifying audio using different kinds of features and neural network architectures. Some real-world applications of this is Speaker Recognition, Music Genre Classification, and Bird Sound Classification. The most commonly used