17 search results - page 2 / 4 » A regularized kernel-based approach to unsupervised audio se... |
TASLP
2008
13 years 5 months ago
2008
We present a novel approach to speech processing based on the principle of pattern discovery. Our work represents a departure from traditional models of speech recognition, where t...
IBPRIA
2007
Springer
13 years 9 months ago
2007
Springer
The automatic transcription of broadcast news and meetings involves the segmentation, identification and tracking of speaker turns during each session, which is known as speaker di...
ICMCS
2005
IEEE
13 years 11 months ago
2005
IEEE
In this paper, an HMM-embedded unsupervised learning approach is proposed to detect the music events by grouping the similar segments of the music signal. This approach can cluste...
MMM
2012
Springer
12 years 1 months ago
2012
Springer
Abstract. Can we discover audio-visually consistent events from videos in a totally unsupervised manner? And, how to mine videos with different genres? In this paper we present our...
CVPR
2004
IEEE
14 years 7 months ago
2004
IEEE
We describe a learning based method for recovering 3D human body pose from single images and monocular image sequences. Our approach requires neither an explicit body model nor pr...