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- Kernel_eigenvoice abstract "Speaker adaptation is an important technology to fine-tune either features or speech models for mis-match due to inter-speaker variation. In the last decade, eigenvoice (EV) speaker adaptation has been developed. It makes use of the prior knowledge of training speakers to provide a fast adaptation algorithm (in other words, only a small amount of adaptation data is needed). Inspired by the kernel eigenface idea in face recognition, kernel eigenvoice (KEV) is proposed. KEV is a non-linear generalization to EV. This incorporates Kernel principal component analysis, a non-linear version of Principal Component Analysis, to capture the higher order correlations in order to further explore the speaker space and enhance recognition performance.".
- Kernel_eigenvoice wikiPageExternalLink NIPS2003_SP04.pdf.
- Kernel_eigenvoice wikiPageExternalLink 45651640.
- Kernel_eigenvoice wikiPageExternalLink login.jsp?url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F10376%2F34446%2F01643654.pdf%3Farnumber%3D1643654&authDecision=-203.
- Kernel_eigenvoice wikiPageExternalLink login.jsp?url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F9711%2F30650%2F01415280.pdf%3Farnumber%3D1415280&authDecision=-203.
- Kernel_eigenvoice wikiPageExternalLink icslp04.pdf.
- Kernel_eigenvoice wikiPageExternalLink sap05.html.
- Kernel_eigenvoice wikiPageID "23634548".
- Kernel_eigenvoice wikiPageRevisionID "581582736".
- Kernel_eigenvoice hasPhotoCollection Kernel_eigenvoice.
- Kernel_eigenvoice subject Category:Kernel_methods_for_machine_learning.
- Kernel_eigenvoice type Ability105616246.
- Kernel_eigenvoice type Abstraction100002137.
- Kernel_eigenvoice type Cognition100023271.
- Kernel_eigenvoice type KernelMethodsForMachineLearning.
- Kernel_eigenvoice type Know-how105616786.
- Kernel_eigenvoice type Method105660268.
- Kernel_eigenvoice type PsychologicalFeature100023100.
- Kernel_eigenvoice comment "Speaker adaptation is an important technology to fine-tune either features or speech models for mis-match due to inter-speaker variation. In the last decade, eigenvoice (EV) speaker adaptation has been developed. It makes use of the prior knowledge of training speakers to provide a fast adaptation algorithm (in other words, only a small amount of adaptation data is needed). Inspired by the kernel eigenface idea in face recognition, kernel eigenvoice (KEV) is proposed.".
- Kernel_eigenvoice label "Kernel eigenvoice".
- Kernel_eigenvoice sameAs m.06zry5x.
- Kernel_eigenvoice sameAs Q6394193.
- Kernel_eigenvoice sameAs Q6394193.
- Kernel_eigenvoice sameAs Kernel_eigenvoice.
- Kernel_eigenvoice wasDerivedFrom Kernel_eigenvoice?oldid=581582736.
- Kernel_eigenvoice isPrimaryTopicOf Kernel_eigenvoice.