Subband Coding of Speech Signals Using Decimation and Interpolation
نویسنده
چکیده
Abstract: In many practical applications of digital signal processing, such as telecommunication systems, one is faced with the problem of changing the sampling rate of a signal, either increasing it or decreasing it by some amount. In telecommunication systems, that transmit and receive different types of signals, there is a requirement to process the various signals at different rates commensurate with the corresponding bandwidths of the various signals. This paper addresses the problem of sampling rate conversion and multirate signal processing in the digital domain. A structure of a two-channel quadrature mirror filter with low pass filter, high pass filter, decimators and interpolators, is proposed to perform subband coding of speech signals in the digital domain. The proposed structure decomposes a signal into low frequency and high frequency components. The performance of the proposed structure is compared with the performance of the delta-modulation encoding systems. The results show that the proposed structure significantly reduces the error and achieves considerable performance improvement compared to delta-modulation encoding systems.
منابع مشابه
Exact reconstruction techniques for tree-structured subband coders
In recent years, tree-structured analysis/reconstruction systems have been extensively studied for use in subband coders for speech. In such systems, it is imperative that the individual channel signals be decimated in such a way that the number of samples coded and transmitted do not exceed the number of samples in the original speech signal. Under this constraint, the systems presented in the...
متن کاملQuantitative Comparison of Shift Variance and Cyclostationarity in Multirate Filter Banks
We analyze the behaviour of deterministic and widesense (WS) stationary random signals in multirate filter bank branches. We focus on subband energy spectra and energies for deterministic signals, and on subband power spectra and powers for random signals. We show that energy spectra and power spectra behave fundamentally different in a filter bank branch: aliasing in decimation causes energy s...
متن کاملDefining an optimal set of decimation ratios corresponding to signal and applying in audio signal subband coding
Abstract: The SBC (subband coding) using the multirate filter bank was proposed in 1980, this coding method splits full audio spectrum into subbands, and assigns more bits to each subband with higher energy. If the power spectral density (PSD) of any subbands is approximately zero, then those subbands need not be assigned any bits at all. While reconstruction, the subband signals are synthesize...
متن کاملThree-dimensional subband coding with motion compensation
Three-dimensional (3-D) frequency coding is an alternative approach to hybrid coding concepts used in today's standards. The first part of this paper presents a study on concepts for temporal-axis frequency decomposition along the motion trajectory in video sequences. It is shown that, if a two-band split is used, it is possible to overcome the problem of spatial inhomogeneity in the motion vec...
متن کاملSpeech synthesis using a maximally decimated pseudo QMF bank for embedded devices
A fast speech waveform generation method using a maximally decimated pseudo quadrature mirror filter (QMF) bank is proposed. The method is based on subband coding with pseudo QMF banks, which is also used in MPEG Audio. In the method, subband code vectors for speech sounds are synthesized from magnitudes of spectral envelope and fundamental frequencies for periodic frames, and then waveforms ar...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010