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Speech Production Features for Deep Neural Network Acoustic Modeling - 2015
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- 1 Intro
- 2 Speech production knowledge (SPK) for
- 3 Speech production knowledge for
- 4 An Example of the potential utility of using a measured Articulatory (+Acoustic) Domain
- 5 Motivations from neurophysiology of speech perception
- 6 Properties of the Acoustic-to-Articulatory Mapping
- 7 Autoencoders for AF transformation
- 8 Limitations of the approach
- 9 Alternative Approaches
- 10 Using Phonological Embeddings
- 11 Results - 2
- 12 Speaker-dependent phone recognition results-2 Mocha-timit, different noise conditions. Training on clean speech
