<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1405-5546</journal-id>
<journal-title><![CDATA[Computación y Sistemas]]></journal-title>
<abbrev-journal-title><![CDATA[Comp. y Sist.]]></abbrev-journal-title>
<issn>1405-5546</issn>
<publisher>
<publisher-name><![CDATA[Instituto Politécnico Nacional, Centro de Investigación en Computación]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-55462017000100137</article-id>
<article-id pub-id-type="doi">10.13053/cys-21-1-2301</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[La predicción lineal aplicada al reconocimiento distribuido del habla en redes IP]]></article-title>
<article-title xml:lang="en"><![CDATA[The Lineal Prediction Applied to Distributed Speech Recognition in IP Nets]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gallego]]></surname>
<given-names><![CDATA[Elieser E.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Correa]]></surname>
<given-names><![CDATA[Angel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Blanco]]></surname>
<given-names><![CDATA[Alexei]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cuador]]></surname>
<given-names><![CDATA[Jessica]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Álvarez]]></surname>
<given-names><![CDATA[Raúl P.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad de Pinar del Río Hermanos Saíz Montes de Oca Departamento de Telecomunicaciones y Electrónica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad de Piar del Río Hermanos Saíz Montes de Oca Departamento de Matemática ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad de Piar del Río Hermanos Saíz Montes de Oca Departamento de Forestal y Agronomía ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2017</year>
</pub-date>
<volume>21</volume>
<numero>1</numero>
<fpage>137</fpage>
<lpage>146</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-55462017000100137&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-55462017000100137&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-55462017000100137&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: Este trabajo presenta resultados en la aplicación de técnicas de compresión al reconocimiento del habla en redes IP. Por lo que las tres áreas fundamentales del conocimiento que están involucradas son: la compresión de voz, la simulación de canales de transmisión y el reconocimiento del habla. Dichas áreas se integran para lograr una aplicación desarrollada en MATLAB, capaz de realizar un reconocimiento del habla de forma remota mediante la transmisión de voz comprimida, con la peculiaridad de que se considera la probabilidad de ocurrencia de pérdidas de información en los canales de transmisión, de forma tal que queda demostrada la robustez del sistema propuesto.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: This work presents results in the application of speech compression to speech recognition technics in IP nets. That&#8217;s why the three fundamental areas of the knowledge that are involved are: the voice compression, the transmission channels simulation and the speech recognition. This areas are integrated to achieve an application developed in MATLAB, able to carry out a remote speech recognition by means of the transmission of compressed voice, with the peculiarity that it is considered the probability of occurrence of losses of information in the transmission channels, in such way that the robustness of the proposed system is demonstrated.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Reconocimiento del habla]]></kwd>
<kwd lng="es"><![CDATA[compresión de voz]]></kwd>
<kwd lng="en"><![CDATA[Speech recognition]]></kwd>
<kwd lng="en"><![CDATA[voice compression]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rabiner]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Juang]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Fundamentals of speech recognition]]></source>
<year>1993</year>
<publisher-name><![CDATA[Prentice-Hall International]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Deller]]></surname>
<given-names><![CDATA[J.R.]]></given-names>
</name>
<name>
<surname><![CDATA[Proakis]]></surname>
<given-names><![CDATA[J.G.]]></given-names>
</name>
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[J.H.L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Discrete-time processing of speech signals]]></source>
<year></year>
<publisher-name><![CDATA[Prentice-Hall]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Speech Coding Algorithms: LPC10, ADPCM, CELP and VSELP]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sahab]]></surname>
<given-names><![CDATA[A.R.]]></given-names>
</name>
<name>
<surname><![CDATA[Khosroo]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of Applied Mathematics]]></source>
<year>2008</year>
<volume>5</volume>
<numero>16</numero>
<issue>16</issue>
<publisher-name><![CDATA[Islamic Azad University of Lahijan]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<collab>Telecommunication Standardization Sector of ITU</collab>
<source><![CDATA[Coding of speech at 8 kbit/s using conjugate-structure algebraic-code-excited linear prediction (CS-ACELP)]]></source>
<year>2007</year>
<publisher-name><![CDATA[ITU-T Recommendation G.729]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tremain]]></surname>
<given-names><![CDATA[T.E.]]></given-names>
</name>
</person-group>
<source><![CDATA[The government standard linear predictive coding algorithm: Lpc-10]]></source>
<year>1989</year>
<publisher-name><![CDATA[Speech Technology]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Proakis]]></surname>
<given-names><![CDATA[J.G.]]></given-names>
</name>
<name>
<surname><![CDATA[Manolakis]]></surname>
<given-names><![CDATA[D.G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Digital Signal Processing: Principles, Algorithms and Applications]]></source>
<year>2001</year>
<publisher-name><![CDATA[Prentice-Hall]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Docío]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Cardenal]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Speech Recognition over Digital Channels: Robustness and Standards]]></source>
<year>2004</year>
<publisher-name><![CDATA[John Wiley and Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jiang]]></surname>
</name>
<name>
<surname><![CDATA[Schulzrinne]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Modeling of packet loss and delay and their elect on Real-Time multimedia service quality]]></source>
<year>2000</year>
<conf-name><![CDATA[ Proceedings of NOSSDAV]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carmona]]></surname>
<given-names><![CDATA[J.L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Reconocimiento de voz codificada sobre redes IP]]></source>
<year>2009</year>
<publisher-name><![CDATA[Editorial de la Universidad de Granada]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rabiner]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Juang]]></surname>
<given-names><![CDATA[B.H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Digital Signal Processing Handbook]]></source>
<year>1998</year>
<publisher-name><![CDATA[CRC Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<article-title xml:lang=""><![CDATA[Automatic Speech Recognition on Mobile Devices and over Communication Networks]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Varga]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
</person-group>
<source><![CDATA[Network, Distributed and Embedded Speech Recognition: An Overview]]></source>
<year>2008</year>
<publisher-name><![CDATA[Springer-Verlag]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Peinado]]></surname>
<given-names><![CDATA[A.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Segura]]></surname>
<given-names><![CDATA[J.C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Speech Recognition over Digital Channels: Robustness and Standards]]></source>
<year>2006</year>
<publisher-name><![CDATA[John Wiley and Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Haavisto]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<source><![CDATA[Speech recognition for mobile communications]]></source>
<year>2006</year>
<conf-name><![CDATA[ Proceedings of the COST Workshop on Robust Methods for Speech Recognition in Adverse Conditions]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
