sed_eval
Installation instructions
Using pip
Using
setyp.py
Requirements
Tutorial
sed_eval
– Evaluation toolbox for Sound Event Detection
Quickstart: Using the evaluators
Sound event detection
Acoustic scene classification
Quickstart: Using
sed_eval
in Python code
Sound event detection
Acoustic scene classification
Sound Event Detection
Intermediate statistics
Segment-based
Event-based
Averaging
Cross-validation
Implemented metrics
Precision, Recall and F-score
Sensitivity and specificity
Accuracy
Balanced accuracy
Error Rate
Code
Segment based metrics
sed_eval.sound_event.SegmentBasedMetrics
sed_eval.sound_event.SegmentBasedMetrics.evaluate
sed_eval.sound_event.SegmentBasedMetrics.results
sed_eval.sound_event.SegmentBasedMetrics.results_overall_metrics
sed_eval.sound_event.SegmentBasedMetrics.results_class_wise_metrics
sed_eval.sound_event.SegmentBasedMetrics.results_class_wise_average_metrics
sed_eval.sound_event.SegmentBasedMetrics.result_report_parameters
sed_eval.sound_event.SegmentBasedMetrics.result_report_overall
sed_eval.sound_event.SegmentBasedMetrics.result_report_class_wise
sed_eval.sound_event.SegmentBasedMetrics.result_report_class_wise_average
sed_eval.sound_event.SegmentBasedMetrics.reset
Event based metrics
sed_eval.sound_event.EventBasedMetrics
sed_eval.sound_event.EventBasedMetrics.evaluate
sed_eval.sound_event.EventBasedMetrics.results
sed_eval.sound_event.EventBasedMetrics.results_overall_metrics
sed_eval.sound_event.EventBasedMetrics.results_class_wise_metrics
sed_eval.sound_event.EventBasedMetrics.results_class_wise_average_metrics
sed_eval.sound_event.EventBasedMetrics.result_report_parameters
sed_eval.sound_event.EventBasedMetrics.result_report_overall
sed_eval.sound_event.EventBasedMetrics.result_report_class_wise
sed_eval.sound_event.EventBasedMetrics.result_report_class_wise_average
sed_eval.sound_event.EventBasedMetrics.reset
Rerefences
Acoustic Scene Classification
Metrics
sed_eval.scene.SceneClassificationMetrics
sed_eval.scene.SceneClassificationMetrics.evaluate
sed_eval.scene.SceneClassificationMetrics.results
sed_eval.scene.SceneClassificationMetrics.results_overall_metrics
sed_eval.scene.SceneClassificationMetrics.results_class_wise_metrics
sed_eval.scene.SceneClassificationMetrics.results_class_wise_average_metrics
sed_eval.scene.SceneClassificationMetrics.result_report_parameters
sed_eval.scene.SceneClassificationMetrics.result_report_class_wise
sed_eval.scene.SceneClassificationMetrics.result_report_class_wise_average
sed_eval.scene.SceneClassificationMetrics.reset
Audio Tagging
Metrics
sed_eval.audio_tag.AudioTaggingMetrics
sed_eval.audio_tag.AudioTaggingMetrics.evaluate
sed_eval.audio_tag.AudioTaggingMetrics.results
sed_eval.audio_tag.AudioTaggingMetrics.results_overall_metrics
sed_eval.audio_tag.AudioTaggingMetrics.results_class_wise_metrics
sed_eval.audio_tag.AudioTaggingMetrics.results_class_wise_average_metrics
sed_eval.audio_tag.AudioTaggingMetrics.result_report_parameters
sed_eval.audio_tag.AudioTaggingMetrics.result_report_class_wise
sed_eval.audio_tag.AudioTaggingMetrics.result_report_class_wise_average
sed_eval.audio_tag.AudioTaggingMetrics.reset
Metrics
sed_eval.metric.f_measure
sed_eval.metric.precision
sed_eval.metric.recall
sed_eval.metric.accuracy
sed_eval.metric.accuracy2
sed_eval.metric.balanced_accuracy
sed_eval.metric.sensitivity
sed_eval.metric.specificity
sed_eval.metric.error_rate
sed_eval.metric.substitution_rate
sed_eval.metric.deletion_rate
sed_eval.metric.insertion_rate
sed_eval.metric.equal_error_rate
Tests
sed_eval.test.mcnemar
Utilities
Event list operations
sed_eval.util.event_list.unique_event_labels
sed_eval.util.event_list.unique_files
sed_eval.util.event_list.filter_event_list
sed_eval.util.event_list.max_event_offset
Event roll operations
sed_eval.util.event_roll.event_list_to_event_roll
sed_eval.util.event_roll.pad_event_roll
sed_eval.util.event_roll.match_event_roll_lengths
Scene list operations
sed_eval.util.scene_list.unique_scene_labels
Event matching operations
sed_eval.util.event_matching.bipartite_match
I/O
sed_eval.io.load_event_list
sed_eval.io.load_scene_list
sed_eval.io.load_file_pair_list
Glossary
Changes
v0.2.0
v0.1.4
v0.1.3
v0.1.2
v0.1.1
v0.1.0
sed_eval
Docs
»
Tests
View page source
Tests
ΒΆ
mcnemar
(reference, estimated_a, estimated_b)
McNemar’s test