Sound Event Classification

Sound event classification focuses on classifying isolated sound events. Unlike detection, this task assumes that the temporal segmentation has already been performed, and the goal is purely to identify the class of each event.

soundevent.evaluation.tasks.sound_event_classification

Sound event classification evaluation.

Functions:

Name	Description
sound_event_classification

Attributes

EXAMPLE_METRICS = () module-attribute

RUN_METRICS = ((terms.balanced_accuracy, metrics.balanced_accuracy), (terms.accuracy, metrics.accuracy), (terms.top_3_accuracy, metrics.top_3_accuracy)) module-attribute

SOUNDEVENT_METRICS = ((terms.true_class_probability, metrics.true_class_probability),) module-attribute

Classes

Functions

sound_event_classification(clip_predictions, clip_annotations, tags)