Improved spoken document summarization using Probabilistic Latent Semantic Analysis (PLSA)

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2006, Pages

  Kong, Sheng Yi ^a   Lee, Lin Shan ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

EMBEDDED SYSTEMS; INFORMATION DISSEMINATION; MULTIMEDIA SYSTEMS; PROBABILITY; SEMANTICS;

PROBABILISTIC LATENT SEMANTIC ANALYSIS (PLSA); SPOKEN DOCUMENTS; TOPICAL INFORMATION;

WORD PROCESSING;

EID: 33947707896     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. L. S. Lee and B. Chen, "Spoken document understanding and organization," in Special Section, IEEE Signal Processing Megazine, 2005.
2. I. Mani and M.T. Maybury, Advances in Automatic Text Summarization, Cambridge, MA:MIT Press, 1999.
3. Y. Gong and X. Liu, "Generic text summarization using relevance measure and latent semantic analysis," in Proc. ACM SIGIR Conference on R&D in Information Retrieva, 2001, pp. 19-25.
4. J. Goldstein, M. Kantrowitz, and J. Carbonell, "Summarizing text documents: Sentence selection and evaluation metrics," in Proc. ACM SIGIR Conference on R&D in Information Retrieva, 1999, pp. 121-128.
5. S. Fund, T. Kikuchi, Y. Shinnaka, and C. Hori, "Speech-to-text and speech-to-speech summarization of spontaneous speech," IEEE Trans. on Speech and Audio Processing, vol. 12, no. 4, pp. 401-408, 2004.
6. T. HofMann, "Probabilistic latent semantic analysis," Uncertainty in Artificial Intelligence, 1999.
7. M. Hirohata, Y. Shinnaka, K. Iwano, and S. Furui, "Sentence extraction-based presentation summarization techniques and evaluation metrics," in Proc. ICASSP, 2005, pp. SP-P16.14.
8. L. S. Lee, "Voice dictation of mandarin Chinese," IEEE Signal Processing Magazine, vol. 14, no. 4, pp. 63-101, 1997.
9. L. S. Lee, Y. Ho, J. F. Chen, and S. C. Chen, "Why is the special structure of the language important for Chinese spoken langage processing? -examples on spoken document retrieval, segmentation and summarization," in Proc. EUROSPEECH, 2003, pp. 49-52.