Self-Learning Speaker Identification: A System for Enhanced Speech Recognition

Self-Learning Speaker Identification: A System for Enhanced Speech Recognition

Tobias Herbig , Franz Gerl , Wolfgang Minker
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Jul 28, 2011 · الإنجليزية · غلاف ورقي (186 صفحات)
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تنسيق غلاف ورقي
صفحات 186
لغة الإنجليزية
منشور Jul 28, 2011
الناشر Springer
رقم ISBN-10 3642199003
رقم ISBN-13 9783642199004

الوصف

Current speech recognition systems are based on speaker independent speech models and suffer from inter-speaker variations in speech signal characteristics. This work develops an integrated approach for speech and speaker recognition in order to gain space for self-learning opportunities of the system. This work introduces a reliable speaker identification which enables the speech recognizer to create robust speaker dependent models In addition, this book gives a new approach to solve the reverse problem, how to improve speech recognition if speakers can be recognized. The speaker identification enables the speaker adaptation to adapt to different speakers which results in an optimal long-term adaptation.
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