Improvement of Context Dependent Modeling for Arabic Handwriting Recognition

作者: Mahdi Hamdani , Patrick Doetsch , Hermann Ney

DOI: 10.1109/ICFHR.2014.89

关键词:

摘要: … , CART trees are used for state tying. This work is based on a … The window is re-positioned such that the COG will be in the … Note that we can drop the p(xt) term on the right hand side of …

参考文章(22)
Andreas Stolcke, SRILM – An Extensible Language Modeling Toolkit conference of the international speech communication association. ,(2002)
R. Schwartz, Y. Chow, O. Kimball, S. Roucos, M. Krasner, J. Makhoul, Context-dependent modeling for acoustic-phonetic recognition of continuous speech international conference on acoustics, speech, and signal processing. ,vol. 10, pp. 1205- 1208 ,(1985) , 10.1109/ICASSP.1985.1168283
Mahdi Hamdani, Amr El-Desoky Mousa, Hermann Ney, Open Vocabulary Arabic Handwriting Recognition Using Morphological Decomposition international conference on document analysis and recognition. pp. 280- 284 ,(2013) , 10.1109/ICDAR.2013.63
Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney, The RWTH Large Vocabulary Arabic Handwriting Recognition System document analysis systems. pp. 111- 115 ,(2014) , 10.1109/DAS.2014.61
Audrey Tong, Mark Przybocki, Volker Margner, Haikal El Abed, NIST 2013 Open Handwriting Recognition and Translation (Open HaRT'13) Evaluation document analysis systems. pp. 81- 85 ,(2014) , 10.1109/DAS.2014.43
G. Fink, G. Fink, T. Plotz, T. Plotz, On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition international conference on document analysis and recognition. ,vol. 2, pp. 729- 733 ,(2007) , 10.1109/ICDAR.2007.4377011
Philippe Dreuw, Patrick Doetsch, Christian Plahl, Hermann Ney, Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition 2011 18th IEEE International Conference on Image Processing. pp. 3541- 3544 ,(2011) , 10.1109/ICIP.2011.6116480
Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schluter, Hermann Ney, Open vocabulary handwriting recognition using combined word-level and character-level language models international conference on acoustics, speech, and signal processing. pp. 8257- 8261 ,(2013) , 10.1109/ICASSP.2013.6639275
A.-L Bianne-Bernard, F. Menasri, R. Al-Hajj Mohamad, C. Mokbel, C. Kermorvant, Laurence Likforman-Sulem, Dynamic and Contextual Information in HMM Modeling for Handwritten Word Recognition IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 33, pp. 2066- 2080 ,(2011) , 10.1109/TPAMI.2011.22
M. Bisani, H. Ney, Bootstrap estimates for confidence intervals in ASR performance evaluation international conference on acoustics, speech, and signal processing. ,vol. 1, pp. 409- 412 ,(2004) , 10.1109/ICASSP.2004.1326009