Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data

Keyphrases

• Active Learning 100%
• Unlabeled Data 100%
• Audio Annotation 100%
• Annotation Cost 100%
• Audio Classification 100%
• Sound Classification 66%
• Existing Data 33%
• New Dataset 33%
• Non-expert 33%
• Classification Problem 33%
• Classification Model 33%
• Unseen 33%
• Training Model 33%
• Classification Datasets 33%
• Active Learning Query Strategies 33%
• Train Classification 33%
• Confidence Sampling 33%

Computer Science

• Active Learning 100%
• Annotation 100%
• Unlabeled Data 100%
• Classification Problem 20%
• Based Active Learning 20%
• Classification Models 20%
• Training Model 20%