Read e-book online Advances in Neural Information Processing Systems 7 PDF

By Gerald Tesauro, David S. Touretzky, Todd K. Leen

November 28-December 1, 1994, Denver, Colorado NIPS is the longest operating annual assembly dedicated to Neural info Processing structures. Drawing on such disparate domain names as neuroscience, cognitive technology, machine technology, information, arithmetic, engineering, and theoretical physics, the papers amassed within the complaints of NIPS7 replicate the long-lasting medical and sensible benefit of a broad-based, inclusive method of neural details processing. the first concentration is still the research of a wide selection of studying algorithms and architectures, for either supervised and unsupervised studying. The 139 contributions are divided into 8 components: Cognitive technology, Neuroscience, studying concept, Algorithms and Architectures, Implementations, Speech and sign Processing, visible Processing, and functions. themes of exact curiosity comprise the research of recurrent nets, connections to HMMs and the EM process, and reinforcement- studying algorithms and the relation to dynamic programming. at the theoretical entrance, development is said within the concept of generalization, regularization, combining a number of versions, and lively studying. Neuroscientific reviews variety from the large-scale structures equivalent to visible cortex to single-cell electrotonic constitution, and paintings in cognitive clinical is heavily tied to underlying neural constraints. There also are many novel purposes akin to tokamak plasma keep an eye on, Glove-Talk, and hand monitoring, and quite a few implementations, with specific specialise in analog VLSI.

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37(1), 158–166 (1965) 10. : Evaluation of objective quality measures for speech enhancement. IEEE Trans. Audio Speech Lang. Process. 16(1), 229–238 (2008) 11. : On the articulation test. J. Acoust. Soc. Jpn 43(7), 532–536 (1987) (in Japanese) 12. 800: Method for Subjective Determination of Transmission Quality (1996) 13. 862: Perceptual Evaluation of Quality (PESQ): An Objective Method for End-to-End Speech Quality Assessment of Narrow-Band Telephone Networks and Speech Codecs (2001) 14. 862 Raw Result Scores to MOS-LQO (2003) 15.

The listeners were shown both words in the word-pair to choose K. 1007/978-3-642-27506-7_5, © Springer-Verlag Berlin Heidelberg 2012 37 38 5 Examples of Noise-Degraded Speech Intelligibility Measurements 100 90 Chance-Adjusted Percentage Correct Response [%] 80 70 pseudo noise 60 multitalker noise 50 white noise 40 30 20 10 0 -15 -5 5 15 25 No noise 35 SNR [dB] Chance-Adjusted Percentage Correct Response [%] Fig. 1 Comparison of DRT scores for speech with three types of noises 100 80 60 voicing nasality sustention sibilation graveness compactness 40 20 0 -15 -10 -5 0 5 SNR [dB] Fig.

Jpn 43(7), 532–536 (1987) (in Japanese) 12. 800: Method for Subjective Determination of Transmission Quality (1996) 13. 862: Perceptual Evaluation of Quality (PESQ): An Objective Method for End-to-End Speech Quality Assessment of Narrow-Band Telephone Networks and Speech Codecs (2001) 14. 862 Raw Result Scores to MOS-LQO (2003) 15. 729: Coding of Speech at 8 kbit/s Using ConjugateStructure Algebraic-Code-Excited Linear Prediction (CS-ACELP) (2007) 16. 862 for the Assessment of Wideband Telephone Networks and Speech Codecs (2007) 17.

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