Data fusion in robotics and machine intelligence
Data fusion in robotics and machine intelligence
Speaker segmentation for browsing recorded audio
CHI '95 Conference Companion on Human Factors in Computing Systems
A robust audio classification and segmentation method
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Speaker Identification Based Text to Audio Alignment for an Audio Retrieval System
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97)-Volume 2 - Volume 2
Investigating speaker features from very short speech records
Investigating speaker features from very short speech records
A speaker tracking system based on speaker turn detection for NIST evaluation
ICASSP '00 Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference - Volume 02
Automated extraction of music snippets
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
HTTP-Proxy-Assisted Automatic Video Indexing for E-Learning
SAINT-W '04 Proceedings of the 2004 Symposium on Applications and the Internet-Workshops (SAINT 2004 Workshops)
EM detection of common origin of multi-modal cues
Proceedings of the 8th international conference on Multimodal interfaces
CA3: collaborative annotation of audio in academia
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Speaker separation and tracking system
EURASIP Journal on Applied Signal Processing
Speaker change detection in casual conversations using excitation source features
Speech Communication
Review: Speaker segmentation and clustering
Signal Processing
Unsupervised speaker segmentation with residual phase and MFCC features
Expert Systems with Applications: An International Journal
IEEE Transactions on Audio, Speech, and Language Processing
AIEMPro '11 Proceedings of the 2011 ACM international workshop on Automated media analysis and production for novel TV services
ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing
Collaborative personal speaker identification: A generalized approach
Pervasive and Mobile Computing
A review on speaker diarization systems and approaches
Speech Communication
International Journal of Speech Technology
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This paper addresses the problem of real time speaker change detection and speaker tracking in broadcasted news video analysis. In such a case, both speaker identities and number of speakers are assumed unknown. A two-step speaker change detection algorithm, including potential change detection and refinement, is proposed. Speaker tracking is performed based on the results of speaker change detection. A Bayesian Fusion method is used to fuse multiple audio features to get a more reliable result. The algorithm has low complexity and runs in real-time with a very limited delay in analysis. Our experiments show that the algorithms produce very satisfactory results.