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
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