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Book ChapterDOI

Studies and Implementation of Subband Coder and Decoder of Speech Signal Using Rayleigh Distribution

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TLDR
A method has been proposed by which data rate has been reduced to 9.4875 Kbps using Rayleigh distribution and this proposed method provides acceptable probability of error and quantization noise i.e. SNR.
Abstract
In the last 40 years a number of coding techniques for analog sources (speech and images) has been employed. Subband coding, a kind of transform coding, splits analog speech signal into a number of different smaller frequency bands. By subbanding data rate has been reduced to 12.13804 Kbps [Sangita et al. Studies and implementation of subband coder and decoder of speech signal, Proceedings of national conference on electronics, communication and signal processing, 8–16, 1] on 64 Kbps telephone line. In this paper a method has been proposed by which data rate has been reduced to 9.4875 Kbps using Rayleigh distribution where data rate can be reduced to 9.6 Kbps [Crochiere et al. Digital coding of speech in subbands, The BELL System Technical Journal, 2]. Proposed method can save data rate which in turn saves bandwidth as well as spectrum. Moreover this proposed method provides acceptable probability of error and quantization noise i.e. SNR.

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Citations
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Journal Article

Lossy Coding of Speech Signals using Subband Coding

TL;DR: A new speech coding technique using subband coding is proposed for reducing the memory occupied of the speech signals and demonstrates the effectiveness of the model used.
Book ChapterDOI

Analysing Image Compression Using Generative Adversarial Networks.

TL;DR: This paper elaborated on the notion of generative compression by implementing various compression techniques using a generative adversarial network and also analysed the compression approaches that are implemented using deep learning.
Book ChapterDOI

A Novel Design Approach of Subband Coder and Decoder of Speech Signal Using Log Normal Probability Distribution

TL;DR: The authors proposed Log Normal Distribution in the design of Subband Coder and Decoder of Speech Signal taking care of the SNR and BER criterion with data rate 9.3316 Kbps.
References
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Book

Digital Communications

Book

Principles of communication systems

TL;DR: This edition features improved treatment of signal analysis, including representations in signal space, as well as a more complete and modern presentation of random variables and random processes.
Proceedings ArticleDOI

Digital coding of speech in sub-bands

TL;DR: A rationale is advanced for digitally coding speech signals in terms of sub-bands of the total spectrum, which provides a means for controlling and reducing quantizing noise in the coding.
Journal ArticleDOI

Digital coding of speech in sub-bands

TL;DR: A rationale is advanced for digitally coding speech signals in terms of sub-bands of the total spectrum, which provides a means for controlling and reducing quantizing noise in the coding.
Journal ArticleDOI

Frequency domain coding of speech

TL;DR: In this article, the authors present a theoretical framework for the design of subband and transform coder for low bit-rate speech decoding, which is based on spectral estimation and models of speech production and perception.
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