SpeakerClustering
method
ID: speakerclustering
Related Papers
Improved Hidden Markov Modeling for Speaker-Independent Continuous Speech Recognition
This paper reports recent efforts to further improve the perfor- mance of the Sphinx system for speaker-independent contin- uous speech recognition. The recognition error rate is signifi- cantly reduced with …...
Bayesian Learning of Gaussian Mixture Densities for Hidden Markov Models
An investigation into the use of Bayesian learning of the parame- ters of a multivariate Gaassian mixture density has been carried out. In a continuous density hidden Markov model (CDHMM) …...
Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision
AbstractWe propose a speaker clustering model for textual dialogues, which groups the utterances of a multi-party dialogue without speaker annotations, so that the actual speakers are identical inside each cluster. …...