LIBROS DEL AUTOR: rainer gruhn

6 resultados para LIBROS DEL AUTOR: rainer gruhn

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  • Hierarchical Neural Network Structures for Phoneme Recognition
    Daniel Vasquez / Rainer Gruhn / Wolfgang Minker
    In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are mainly evaluated within the phoneme recognition task under the Hybrid Hidden Markov Model/Artificial Neural Network (HMM/ANN) paradigm. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron (MLP...
    Disponible

    135,80 €

  • Novel Techniques for Dialectal Arabic Speech Recognition
    Mohamed Elmahdy / Rainer Gruhn / Wolfgang Minker
    Novel Techniques for Dialectal Arabic Speech describes approaches to improve automatic speech recognition for dialectal Arabic. Since speech resources for dialectal Arabic speech recognition are very sparse, the authors describe how existing Modern Standard Arabic (MSA) speech data can be applied to dialectal Arabic speech recognition, while assuming that MSA is always a second...
    Disponible

    134,66 €

  • Statistical Pronunciation Modeling for Non-Native Speech Processing
    Rainer E. Gruhn / Satoshi Nakamura / Wolfgang Minker
    In this work, the authors present a fully statistical approach to model non--native speakers’ pronunciation. Second-language speakers pronounce words in multiple different ways compared to the native speakers. Those deviations, may it be phoneme substitutions, deletions or insertions, can be modelled automatically with the new method presented here.The methods is based on a dis...
    Disponible

    134,69 €

  • Hierarchical Neural Network Structures for Phoneme Recognition
    Daniel Vasquez / Rainer Gruhn / Wolfgang Minker
    In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are mainly evaluated within the phoneme recognition task under the Hybrid Hidden Markov Model/Artificial Neural Network (HMM/ANN) paradigm. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron (MLP...
    Disponible

    134,45 €

  • Novel Techniques for Dialectal Arabic Speech Recognition
    Mohamed Elmahdy / Rainer Gruhn / Wolfgang Minker
    Novel Techniques for Dialectal Arabic Speech describes approaches to improve automatic speech recognition for dialectal Arabic. Since speech resources for dialectal Arabic speech recognition are very sparse, the authors describe how existing Modern Standard Arabic (MSA) speech data can be applied to dialectal Arabic speech recognition, while assuming ...
    Disponible

    133,31 €

  • Statistical Pronunciation Modeling for Non-Native Speech Processing
    Rainer E. Gruhn / Satoshi Nakamura / Wolfgang Minker
    Introduction.- Automatic Speech Recognition.- Properties of Non-native Speech.- Pronunciation Variation Modeling in the Literature.- Non-native Speech Database.- Handling Non-native Speech.- Pronunciation HMMs. ...
    Disponible

    207,12 €