Self-Learning Speaker Identification: A System for Enhanced Speech Recognition 2011 Edition Contributor(s): Herbig, Tobias (Author), Gerl, Franz (Author), Minker, Wolfgang (Author) |
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ISBN: 3642198988 ISBN-13: 9783642198984 Publisher: Springer OUR PRICE: $104.49 Product Type: Hardcover - Other Formats Published: June 2011 |
Additional Information |
BISAC Categories: - Computers | Security - General - Technology & Engineering | Electronics - General - Computers | User Interfaces |
Dewey: 005.437 |
Series: Signals and Communication Technology (Hardcover) |
Physical Information: 0.5" H x 6.14" W x 9.21" (0.97 lbs) 172 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |