Active Learning Based Constrained Clustering For Speaker Diarization.
Chengzhu YuJohn H. L. HansenPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2017)
Keyphrases
- constrained clustering
- speaker diarization
- active learning
- semi supervised
- duplicate detection
- clustering algorithm
- speech recognition
- pairwise constraints
- clustering method
- k means
- unlabeled data
- hierarchical clustering
- labeled data
- semi supervised learning
- learning algorithm
- machine learning
- broadcast news
- instance level constraints
- spectral clustering
- cluster ensemble
- relevance feedback
- constraint satisfaction
- learning process
- training set
- bayesian information criterion
- supervised learning
- transfer learning
- data sets
- hidden markov models
- information retrieval
- data clustering
- unsupervised learning
- speaker identification
- speaker verification