Recent Publications -- Lie Lu
Journal Papers
[12] Rui Cai, Lie Lu, and Alan Hanjalic."Co-clustering for Auditory Scene Categorization," IEEE Trans. on Multimedia, Vol 10, No. 4, 596-606, 2008
[11] Xing Xie, Lie Lu, Menglei Jia, Hua Li, Frank Seide, Wei-Ying Ma. "Mobile Search with Multimodal Queries," Proceedings of the IEEE, Vol. 96, No. 4, 589-601, April 2008
[10] Lie Lu, and Alan Hanjalic. "Audio Keywords Discovery for Text-Like Audio Content Analysis and Retrieval", IEEE Trans. on Multimedia, Vol 10, No. 1, 74-85, Jan 2008
[9] Xian-Sheng Hua, Lie Lu and Hong-Jiang Zhang. "Photo2Video - A System for Automatically Converting Photographic Series into Video". IEEE Trans. on Circuits and Systems for Video Technology, Vol. 16, No.7, 803-819, 2006 (PDF @ieeexplore)
[8] Rui Cai, Lie Lu, Alan Hanjalic, Hong-Jiang Zhang, and Lian-Hong Cai. "A Flexible Framework for Key Audio Effects Detection and Auditory Context Inference", IEEE Trans. on Audio, Speech and Language Processing, Vol. 14, No. 3, 1026-1039, May 2006 (PDF @ieeexplore)
[7] Lie Lu, Dan Liu, Hong-Jiang Zhang. "Automatic Mood Detection and Tracking of Music Audio Signals", Special Issue on Statistical and Perceptual Audio Processing, IEEE Trans. on Audio, Speech and Language Processing, Vol. 14, No. 1, 5-18, Jan. 2006 (PDF @ieeexplore)
[6] Lie Lu, Hong-Jiang Zhang. "Unsupervised Speaker Segmentation and Tracking in Real-Time Audio Content Analysis", ACM Multimedia Systems Journal, 10 (4), 2005. (PDF© Springer-Verlag)
[5] Yu-Fei Ma, Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. "User Attention Model based Video Summarization". IEEE Trans. on Multimedia, Vol. 7, No. 5, 907-919, 2005 (PDF @ieeexplore)
[4] Lie Lu, Liu Wenyin, Hong-Jiang Zhang. "Audio Textures: Theory and Applications
", IEEE Trans. on Speech and Audio Processing, Vol.12, No. 2, pp.156-167, March, 2004 (Download PDF)[3] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. "Optimization-Based Automated Home Video Editing System", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 14, No.5, pp.572-583, May, 2004
[2] Lie Lu, Hong-Jiang Zhang, Stan Li, "Content-based Audio Classification and Segmentation by Using Support Vector Machines". ACM Multimedia Systems Journal 8 (6), pp. 482-492, March, 2003. (Download PDF © Springer-Verlag)
[1] Lie Lu, Hong-Jiang Zhang, Hao Jiang, "Content Analysis for Audio Classification and Segmentation". IEEE Trans. on Speech and Audio Processing, Vol.10, No.7, pp.504-516, Oct. 2002. (Download PDF)
Conference Papers
[40] Zhiyao Duan, Lie Lu. "Audio Tonality Mode Classification Without Tonic Annotations", to appear IEEE International Conference on Multimedia and Expo (ICME), 2008
[39] Lie Lu, Frank Seide. "Mobile Ringtone Search Through Query by Humming," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2008, pp 2157-2160, Las Vegas, Nevada, Mar 30 ¨CApr 4, 2008
[38] Lie Lu and Alan Hanjalic. "Unsupervised Anchor Space Generation for Similarity Measure of General Audio," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2008, pp 53-56, Las Vegas, Nevada, Mar 30¨CApr 4, 2008
[37] Lie Lu, Alan Hanjalic. "Towards Optimal Audio Keywords Detection for Audio Content Analysis and Discovery", ACM Multimedia 06, pp. 825-834, Santa Barbara, CA, Oct.23-27, 2006 (Download PDF)
[36] Lie Lu, Rui Cai, Alan Hanjalic. "Audio Elements based Auditory Scene Segmentation". Proc. ICASSP06, Vol. V, pp.17-20, Toulouse, France, May 14-19, 2006 (Download PDF)
[35] Rui Cai, Lie Lu, Alan Hanjalic. "Unsupervised Content Discovery in Composite Audio", Proc. ACM Multimedia 05, pp. 628-637, Singapore, Nov.6-11, 2005 (Download PDF)
[34] Lie Lu, Zhiwei Li. "Automated Rich Presentation of a Semantic Topic", Proc. ACM Multimedia 05, pp. 745-753, Singapore, Nov.6-11, 2005 (Download PDF)
[33] Muyuan Wang, Zhiwei Li, Lie Lu, Wei-Ying Ma, and Naiyao Zhang. "Web Object Indexing Using Domain Knowledge", Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 05), Chicago, IL, Aug21-24, 2005 (Download PDF)
[32] Xian-Sheng Hua, Lie Lu, and Hong-Jiang Zhang, "Robust Learning-based TV Commercial Detection", Proc. IEEE International Conference on Multimedia and Expo (ICME05), Amsterdam, The Netherlands, June 6-8, 2005 (Download PDF)
[31] Jiajun Zhu, and Lie Lu. "Perceptual Visualization of A Music Collection", Proc. IEEE International Conference on Multimedia and Expo (ICME05), Amsterdam, The Netherlands, June 6-8, 2005 (Download PDF)
[30] Lie Lu, Rui Cai, and Alan Hanjalic. "Towards A Unified Framework for Content-based Audio Analysis". Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP05), Vol. II, pp1069-1072, Philadelphia, PA, USA, March 19-23, 2005 (Download PDF)
[29] Rui Cai, Lie Lu, and Lian-Hong Cai. "Unsupervised Auditory Scene Categorization via Key Audio Effects and Information-Theoretic Co-Clustering". Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP05), Vol. II, pp1073-1076, Philadelphia, PA, USA, March 19-23, 2005 (Download PDF)
[28] Jing Gu, , Lie Lu, Rui Cai, Hong-Jiang Zhang, Jian Yang, "Dominant Feature Vectors Based Audio Similarity Measure", Proc. of Pacific-Rim Conference on Multimedia (PCM) 2004, 2, pp.890-897, Nov 30-Dec 3, Tokyo, Japan, 2004 (Download PDF)
[27] Lie Lu, Muyuan Wang, Hong-Jiang Zhang, "Repeating Pattern Discovery and Structure Analysis from Acoustic Music Data", Workshop on Multimedia Information Retrieval 2004 (MIR04), pp.275-282, in conjuction with ACM Multimedia 2004, New York, NY,Oct 15-16,2004. (Download PDF)
[26] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang, "Automatically Converting Photographic Series into Video," Proc. ACM Multimedia 04, pp.708-715, New York, NY, Oct 10-16,2004. (Long Paper). (Download PDF)
[25] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang, "Automatic Music Video Generation Based on Temporal Pattern Analysis," Proc. ACM Multimedia 04, pp. 472-475, New York, NY, Oct 10-16,2004. (Short Paper) (Download PDF)
[24] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang, "P-Karaoke: Personalized Karaoke System" Proc. ACM Multimedia 04, pp.172-173, Oct 10-16,2004. (Demo).
[23] Muyuan Wang, Lie Lu, Hong-Jiang Zhang. "Repeating Pattern Discovery from Acoustic Musical Signals". Proc. of IEEE International Conference on Multimedia and Expo (ICME04), Taipei, Taiwain, June 27-30, 2004. (Download PDF)
[22] Rui Cai, Lie Lu, Hong-Jiang Zhang, Lian-Hong Cai. "Improve Audio Representation by Using Feature Structure Patterns". Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP04), Vol IV, pp. 345-348, Montreal, Canada, May 17-21, 2004 (Download PDF)
[21] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. "Personalized Karaoke", Proc. of 4th IEEE Pacific-Rim Conference on Multimedia (PCM03), Singapore, Dec. 15-18, 2003 (Download PDF)
[20] Dan Liu, Lie Lu, Hong-Jiang Zhang, "Automatic Music Mood Detection from Acoustic Music Data ", Proc. of International Symposium on Music Information Retrieval 2003 (ISMIR03), pp. 81-87, Baltimore, MD, Oct. 26-30, 2003 (Download PDF)
[19] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. "Photo2Video", Proc. ACM Multimedia 03, pp. 592-593, Berkeley CA, Nov. 2-8, 2003 (Video Demostration)
[18] Rui Cai, Lie Lu, Hong-Jiang Zhang, Lian-Hong Cai. "Using Structure Patterns of Temporal and Spectral Feature in Audio Similarity Measure", Proc. ACM Multimedia 03, pp. 219-222, Berkeley CA, Nov. 2-8, 2003 (Download PDF)
[17] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. "Automated Home Video Editing", Proc. ACM Multimedia 03, pp. 490-497, Berkeley CA, Nov. 2-8, 2003 (Download PDF)
[16] Lie Lu, Hong-Jiang Zhang. "Automated Extraction of Music Snippets ", Proc. ACM Multimedia 03, pp.140-147, Berkeley CA, Nov. 2-8, 2003 (Download PDF)
[15] Rui Cai, Lie Lu, Hong-Jiang Zhang, Lian-Hong Cai, "Highlight Sound Effects Detection in Audio Stream", Proc. of IEEE International Conference on Multimedia and Expo (ICME03), Vol. III, pp. 37-40, Baltimore, MD, July 6-9, 2003
(Download PDF) [14]TingYao Wu, Lie Lu, Ke Che, Hong-Jiang Zhang. "UBM-based Incremental Speaker Adaptation", Proc. of IEEE International Conference on Multimedia and Expo (ICME03), Vol. II, pp. 721 -724, Baltimore, MD, July 6-9, 2003 (Download PDF)
[13] Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. "Content Based Photo Slide Show with Incidental Music", Proc. of IEEE International Symposium on Circuits and Systems (ISCAS03), Vol. II, pp. 648 -651, Bangkok, Thailand, May 25-28, 2003
(Download PDF) [12] Lie Lu, Yi Mao, Liu Wenyin, Hong-Jiang Zhang. "Audio Restoration by Constrained Audio Texture Synthesis", Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP03), Vol. V, pp.636-639, Hong Kong, April 4-10, 2003
(Download PDF) [11] Dong Wang, Lie Lu, Hong-Jiang Zhang. "Speech Segmentation without Speech Recognition", Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP03), Vol. I, pp. 468-471, Hong Kong, April 4-10, 2003.
(Download PDF)[10] TingYao Wu, Lie Lu, Hong-Jiang Zhang. "UBM-based Real-time Speaker Segmentation for Broadcasting News", Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP03), Vol. II, pp. 193-196, Hong Kong, April 4-10, 2003
(Download PDF)[9] Ting-Yao WU, Lie LU, Ke CHEN, Hong-Jiang ZHANG, "Universal Background Models for Real-Time Speaker Change Detection". Proc. of the 9th International Conference on Multi-Media Modeling (MMM03), pp.135-149, Tamshui, Taiwan, January 8-10, 2003. (Download PDF)
[8] Lie Lu, Hong-Jiang Zhang, "Speaker Change Detection and Tracking in Real-Time News Broadcasting Analysis". Proc. ACM Multimedia 02, pp. 602- 610, Juan-les-Pins, France, Dec 1-6, 2002. (Download PDF)
[7] Yu-fei Ma, Lie Lu, Hong-Jiang Zhang and Mingjing Li. "An Attention Model for Video Summarization", Proc. ACM Multimedia 02, pp. 533- 542, Juan-les-Pins, France, Dec 1-6, 2002. (Download PDF)
[6] Dan-ning Jiang, Lie Lu, Hong-Jiang Zhang, Lian-Hong Cai, Jian-Hua Tao, "MUSIC TYPE CLASSIFICATION BY SPECTRAL CONTRAST FEATURES", Proc. of IEEE International Conference on Multimedia and Expo (ICME02), Lausanne Switzerland, Aug 26-29, 2002. (Download PDF)
[5] Lie Lu, Hong-Jiang Zhang, "REAL-TIME UNSUPERVISED SPEAKER CHANGE DETECTION". Proc. of 16th International Conference on Pattern Recognition (ICPR02), Vol. II, pp. 358-361, Quebec City, Canada, Aug 11-15, 2002 (Download PDF)
[4] Lie Lu, Stan Li, Wen-Yin Liu, Hong-Jiang Zhang. "Audio Textures". Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing 2002 (ICASSP02), Vol. II pp 1761-1764. (Download PDF)
[3] Lie Lu, Hao Jiang, Hong-Jiang Zhang, "A ROBUST AUDIO CLASSIFICATION AND SEGMENTATION METHOD". Proc. ACM Multimedia 01, pp203-211,2001 (Download PDF)
[2] Lie Lu, Stan Z. Li, Hong-Jiang Zhang, "CONTENT-BASED AUDIO SEGMENTATION USING SUPPORT VECTOR MACHINES". Proc. of IEEE International Conference on Multimedia and Expo (ICME01), 2001, pp956-959. 2001 (Download PDF)
[1] Lie Lu, Hong You, Hong-Jiang Zhang "A NEW APPROACH TO QUERY BY HUMMING IN MUSIC RETRIEVAL". Proc. of IEEE International Conference on Multimedia and Expo (ICME01), 2001, pp776-779. 2001 (Download PDF)
Last Update June, 2008