Great_Outdoors_by_sandals82 Searching for the best

Title: Great_Outdoors_by_sandals82

Category:
Speech/Voice recognition/combine
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File Size:
2.54mb
Update:
2012-11-26
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0 Times
Uploaded by:
marrydick

Description: Searching for the best path that matches two time-series signals is the main task for many researchers, because of its importance in these applications. Dynamic Time-Warping (DTW) is one of the prominent techniques to accomplish this task, especially in speech recognition systems. DTW is a cost minimisation matching technique, in which a test signal is stretched or compressed according to a reference template. Although there are other advanced techniques in speech recognition such as the hidden Markov modelling (HMM) and artificial neural network (ANN) techniques, the DTW is widely used in the small-scale embedded-speech recognition systems such as those embedded in cell phones. The reason for this is owing to the simplicity of the hardware implementation of the DTW engine, which makes it suitable for many mobile devices. Additionally, the training procedure in DTW is very simple and fast, as compared with the HMM and ANN rivals.

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To Search: neural network speech recognition fast DTW hmm matlab matching speech recognition HMM matlab speech recognition on mobile phones neural network path TEMPLATE MATCHING TECHNIQUES

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[dtw] - Dynamic Time Warping Script
[Using_Radial_Basis_Probabilistic_Neural_Network_f] - Using Radial Basis Probabilistic Neural
[svm-km] - Support vector machine, the source code

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