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KMID : 0917520050120040017
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Journal of Speech Sciences
2005 Volume.12 No. 4 p.17 ~ p.29
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On Improving Resolution of Time-Frequency Representation of Speech Signals Based on Frequency Modulation Type Kernel
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Lee He-Young
Choi Seung-Ho
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Abstract
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Time-frequency representation reveals some useful information about instantaneous frequency, instantaneous bandwidth and boundary of each AM-FM component of a speech signal. In many cases, the instantaneous frequency of each component is not constant. The variability of instantaneous frequency causes degradation of resolution in time-frequency representation. This paper presents a method of adaptively adjusting the transform kernel for preventing degradation of resolution due to time-varying instantaneous frequency. The transform kernel is the form of frequency modulated function. The modulation function in the transform kernel is determined by the estimate of instantaneous frequency which is approximated by first order polynomial at each time instance. Also, the window function is modulated by the estimated instantaneous. frequency for mitigation of fringing. effect. In the proposed method, not only the transform kernel but also the shape and the length of. the window function are adaptively adjusted by the instantaneous frequency of a speech signal.
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KEYWORD
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Time-frequency Representation, Time-varying Harmonic Structure, Instantaneous Frequency, Instantaneous Amplitude, Resolution, AM-FM Component
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