@article{1259,
  author = {Amina Makhlouf, Lilia Lazli, Bachir Bensaker},
  title = {Hybrid Hidden Markov Models and Genetic Algorithm for Robust Automatic Visual Speech Recognition},
  journal = {Journal of Information Technology Review},
  year = {2013},
  volume = {4},
  number = {3},
  doi = {},
  url = {http://www.dline.info/jitr/fulltext/v4n3/1.pdf},
  abstract = {In this paper, we investigate the performance of an Automatic visual speech recognition system (AVSR) using the Hidden Markov Model (HMM) which is optimized by a Genetic Algorithm (GA). The search through the space of HMM structures is combined with optimization of emission and transition probabilities using the Baum-Welch algorithm in the training process. Compared with a HMM-based system, we observe a significant 13-31% improvement of the recognition rates.},
}