Enhance speaker segmentation by elaborating utterance detection

In this paper, we introduce an elaborate utterance detection algorithm to enhance speaker segmentation. Silence detector, further divider and audio type classifier are employed in this elaborate utterance detection, to make this algorithm adaptive for both silent and noisy environments. Openset verification testing has taken on the Hub4-NE broadcasts database. The experiment results show that this enhanced segmentation method can provide better information for speaker models.

• Type: Conference
• Year: 2005
• Where: ICMCS
• Authors: Min Yang, Zhaohui Wu, Yingchun Yang
• Keywords: Elaborate Utterance Detection, ICMCS 2005, Speaker Segmentation, Utterance Detection Algorithm