09/28/05

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Publications

  1. Hadi Harb, Liming Chen, A General Audio Classifier based on human perception motivated model, to appear in MULTIMEDIA TOOLS AND APPLICATIONS Journal MTAP

  2. Hadi Harb, Liming Chen, Voice-Based Gender Identification in Multimedia Applications, Journal of Intelligent Information Systems JIIS, special issue on Multimedia Applications, 24:2, 179-198, 2005

  3. Hadi Harb, Liming Chen, Audio-Based Description and Structuring of Videos, to appear in the International Journal on Digital Libraries JDL, Special issue on Multimedia Contents and Management in Digital Libraries

 

  1. Hadi Harb, Liming Chen, Jean-Yves Auloge Mixture of experts for audio classification: an application to male female classification and musical genre recognition, To Appear, in the Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2004, Taipei, Tawian, 2004

  2. Hadi Harb, Liming Chen, Automatically Structuring a Video into Audio Scenes and Audio Chapters, International Workshop on Image Analysis for Multimedia Interactive Services WIAMIS 2004, Portugal, 2004

  3. Hadi Harb, Liming Chen, HIGHLIGHTS DETECTION IN SPORTS VIDEOS BASED ON AUDIO ANALYSIS, Proceedings of the Third International Workshop on Content-Based Multimedia Indexing CBMI03, September 22 - 24, IRISA, Rennes, France, 2003

  4. Hadi Harb, Liming Chen, ROBUST SPEECH MUSIC DISCRIMINATION USING SPECTRUM'S FIRST ORDER STATISTICS AND NEURAL NETWORKS,  Proceedings of the IEEE International Symposium on Signal Processing and its Applications ISSPA2003,  July 1-4, Paris - France, 2003

  5. Hadi Harb, Liming Chen, Sound Recognition: a connectionist approach, Proceedings of the seventh IEEE International Symposium on Signal Processing and its Applications ISSPA2003,  July 1-4, Paris - France, 2003

  6. Hadi Harb, Liming Chen, Gender Identification Using A General Audio Classifier, Proceedings of the IEEE International Conference on Multimedia & Expo ICME 2003, July 6-9, Baltimore, USA, 2003

  7. Hadi Harb, Liming Chen, A Query by Example Music Retrieval Algorithm, Proceedings of the 4th European Workshop on Image Analysis for Multimedia Interactive Services WIAMIS03, pp 122-128,  World Scientific publications, April 9-11, Queen Mary, University of London, UK, 2003

  8. Hadi Harb, Liming Chen, Cyndi : un moteur d'indexation de la bande sonore par une segmentation sémantique et extraction de mots clés, 8èmes Journées d'Études et d'Échanges "COmpression et REprésentation des Signaux Audiovisuels" CORESA 03, Lyon, France 2003

  9. Hadi Harb, Liming Chen, Video Scene Description: An Audio Based Approach, , Proceedings of the first Medianet Conference MEDIANET2002, pp 243-254, HERMES Science Publications, Souss, Tunisia, June 2002.

  10. Hadi Harb, Liming Chen, Jean-Yves Auloge, Speech/Music/Silence and Gender detection algorithm, Proceedings of the 7th International conference on Distributed Multimedia Systems DMS01, pp 257-262, Taipei, Taiwan, September 2001.

  11. Hadi Harb, Liming Chen, Jean-Yves Auloge, Segmentation du son en se Basant sur la distance de KullBack Leibler, 7èmes Journées d'Études et d'Échanges "COmpression et REprésentation des Signaux Audiovisuels" CORESA 01, Dijon, France 12-13 November 2001

  12. Hadi Harb,A. Husseiny, Isolated Words Recognition Using Neural Networks, Proceedings Of the 7th IEEE ICECS 2k conference, pp 349-352, Kaslik, Lebanon 2000

 

Reviews:

Tin Kam Ho, Mitra Basu, "Complexity measures of supervised classification problems"
Reviewer: Hadi Harb, Computing Reviews, September, 2002.

Nakashima A., Ogawa H, “Noise suppression in training examples for improving generalization capability”, Reviewer: Hadi Harb, Computing Reviews, December, 2002.

Lu L., Jiang H., Zhang H., “A robust audio classification and segmentation method”,
Reviewer: Hadi Harb, Computing Reviews, January, 2003.

Kuncheva L., Kountchev R. “Generating classifier outputs of fixed accuracy and diversity”,
Reviewer: Hadi Harb, Computing Reviews, July, 2003.
 

Technical reports (in French)

·  Hadi Harb, Abdel Hassan El-Husseiny , Youssef Bazzi , Najib Said , RECONNAISSANCE DES MOTS ISOLES PAR DES RESEAUX DE NEURONES,APPLICATION : COMMANDE D’UN ROBOT PAR LA VOIX, technical report Lebanese University Faculty of Engineering 3, ULFG3, Beirut Lebanon

 

Dépôt de Brevets (Patent Pending)

 Hadi Harb, Liming Chen, "Method and Apparatus for the classification of audio signals into predefined semantic classes", Technique de classification du signal sonore en des classes sonores. PCT/FR 2842014, 8 July 2002

Hadi Harb, Liming Chen, « Procédé pour caractériser un signal sonore à l’aide d’une signature issue dudit signal sonore » (Apparatus for the characterization of audio signal using a fingerprint of the signal ), French patent pending, n° FR 04 08 271, 27th July 2004

 

Engineering thesis

·        Hadi Harb, Najib Said, Reconnaissance des mots isolées par les réseaux de neurones, Lebanese University, Faculty of Engineering3, July 2000. Supervisor: Prof. Abdul-Hassan Husseiny.

1.      Engineering Thesis

MSc (Diplôme d’études approfondies DEA)

·        Hadi Harb, Segmentation et Classification du son, Ecole Centrale de Lyon, July 2001. Supervisors: Prof. Liming Chen, Dr. Jean-Yves Auloge

PhD Thesis

Hadi Harb, Classification d'un signal sonore en vue d'une indexation par le contenu des documents multimédias, Ecole Centrale de Lyon, December 2003

Thesis manuscript, and the  Defense presentation

 

 
 

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