no code implementations • LREC 2018 • AbdelRahim Elmadany, Sherif Abdou, Mervat Gheith
The ability to model and automatically detect dialogue act is an important step toward understanding spontaneous speech and Instant Messages.
no code implementations • WS 2017 • Hany Ahmed, Mohamed Elaraby, Abdullah M. Mousa, Mostafa Elhosiny, Sherif Abdou, Mohsen Rashwan
The proposed technique is mainly based on I-vectors and Self-Organizing Map Neural Network(SOM). The input to the proposed algorithm is a set of speech utterances.
no code implementations • 24 Dec 2014 • Ibrahim Abdelaziz, Sherif Abdou
Currently, there is no online Arabic handwriting database with large lexicon, high coverage, large number of writers and training/testing data.
no code implementations • 17 Oct 2014 • Ibrahim Abdelaziz, Sherif Abdou, Hassanin Al-Barhamtoshy
In this paper, we introduce a fully-fledged Hidden Markov Model (HMM) based system for Arabic online handwriting recognition that provides solutions for most of the difficulties inherent in recognizing the Arabic script.