Download or read book Self-Learning Speaker Identification written by Tobias Herbig and published by Springer Science & Business Media. This book was released on 2011-06-18 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.