Speaker identification using hybrid LVQ-SLP networks

@article{He1995SpeakerIU,
  title={Speaker identification using hybrid LVQ-SLP networks},
  author={Jialong He and Li Liu and G{\"u}nther Palm},
  journal={Proceedings of ICNN'95 - International Conference on Neural Networks},
  year={1995},
  volume={4},
  pages={2052-2055 vol.4}
}
The architecture and learning strategy of a hybrid LVQ-SLP (learning vector quantization and single-layer perceptron) network aimed at speaker identification are introduced. Its performance is compared with two of the most popular networks: LVQ and MLP networks. The hybrid LVQ-SLP network is characterized by the following properties: (1) it makes use of the existing training algorithms developed for LVQ and MLP networks; (2) it provides identification performance comparable to that of our best… CONTINUE READING

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