Active Few-Shot Learning for Sound Event Detection

Keyphrases

• Active Learning 33%
• Active Learning Methods 33%
• Class Label 33%
• Few-shot Learning 100%
• Inference Time 66%
• Informational Support 33%
• Model Performance 66%
• Novel Class 33%
• Sampling Strategy 33%
• Sound Characteristics 33%
• Sound Event Detection 100%
• Sound Events 33%
• Soundscape 33%
• Strategy Model 33%
• Temporal Features 33%
• Temporal Window 33%
• Training Scheme 33%

Computer Science

• Active Learning 33%
• Active Learning Technique 33%
• Event Detection 100%
• Few-Shot Learning 100%
• Labeled Example 33%
• Lower Performance 33%
• Performance Model 66%
• Sampling Scheme 33%
• Temporal Characteristic 33%
• Temporal Window 33%