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DPCM with Forward Gain-Adaptive Quantizer and Simple Switched Predictor for High Quality Speech SignalsDESPOTOVIC, V. M. , PERIC, Z. H. , VELIMIROVIC, L. , DELIC, V. D.
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adaptive quantization, companding, correlation, speech processing, prediction
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About this article
Date of Publication: 2010-11-30
Volume 10, Issue 4, Year 2010, On page(s): 95 - 98
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2010.04015
Web of Science Accession Number: 000284782700015
SCOPUS ID: 78649687551
In this article DPCM (Differential Pulse Code Modulation) speech coding scheme with a simple switched first order predictor is presented. Adaptation of the quantizer to the signal variance is performed for each particular frame. Each frame is classified as high or low correlated, based on the value of the correlation coefficient, then the selection of the appropriate predictor coefficient and bitrate is performed. Low correlated frames are encoded with a higher bitrate, while high correlated frames are encoded with a lower bitrate without the objectionable loss in quality. Theoretical model and experimental results are provided for the proposed algorithm.
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 Modified BTC Algorithm for Audio Signal Coding, TOMIC, S., PERIC, Z., NIKOLIC, J., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 4, Volume 16, 2016.
Digital Object Identifier: 10.4316/AECE.2016.04005 [CrossRef] [Full text]
 Speech Technology Progress Based on New Machine Learning Paradigm, Delić, Vlado, Perić, Zoran, Sečujski, Milan, Jakovljević, Nikša, Nikolić, Jelena, Mišković, Dragiša, Simić, Nikola, Suzić, Siniša, Delić, Tijana, Computational Intelligence and Neuroscience, ISSN 1687-5265, Issue , 2019.
Digital Object Identifier: 10.1155/2019/4368036 [CrossRef]
 Asymmetrical Two-Level Scalar Quantizer with Extended Huffman Coding for Compression of Laplacian Source, PERIC, Z., NIKOLIC, J., VELIMIROVIC, L., STANKOVIC, M., ALEKSIC, D., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 2, Volume 13, 2013.
Digital Object Identifier: 10.4316/AECE.2013.02006 [CrossRef] [Full text]
 Linearization of Optimal Compressor Function and Design of Piecewise Linear Compandor for Gaussian Source, NIKOLIC, J., PERIC, Z., ALEKSIC, D., ANTIC, D., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 4, Volume 13, 2013.
Digital Object Identifier: 10.4316/AECE.2013.04013 [CrossRef] [Full text]
 ADPCM Using a Second-order Switched Predictor and Adaptive Quantizer, DESPOTOVIC, V., PERIC, Z., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 3, Volume 11, 2011.
Digital Object Identifier: 10.4316/aece.2011.03010 [CrossRef] [Full text]
 Three-Level Delta Modulation for Laplacian Source Coding, DENIC, B., PERIC, Z., DESPOTOVIC, V., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 1, Volume 17, 2017.
Digital Object Identifier: 10.4316/AECE.2017.01014 [CrossRef] [Full text]
 Three-Level Delta Modulation with Second-Order Prediction for Gaussian Source Coding, PERIC, Z., DENIC, B., DESPOTOVIC, V., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 3, Volume 18, 2018.
Digital Object Identifier: 10.4316/AECE.2018.03017 [CrossRef] [Full text]
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Stefan cel Mare University of Suceava, Romania
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