<?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>0120-6230</journal-id>
<journal-title><![CDATA[Revista Facultad de Ingeniería Universidad de Antioquia]]></journal-title>
<abbrev-journal-title><![CDATA[Rev.fac.ing.univ. Antioquia]]></abbrev-journal-title>
<issn>0120-6230</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ingeniería, Universidad de Antioquia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-62302015000300004</article-id>
<article-id pub-id-type="doi">10.17533/udea.redin.n76a04</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Acoustic and mechanic characterization of materials used in manufacturing the soundboard of the spanish guitar: influence in the sonority]]></article-title>
<article-title xml:lang="es"><![CDATA[Caracterización acústica y mecánica del material utilizado en la fabricación de la tapa de la guitarra española: influencia en la sonoridad]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Idrobo-Ávila]]></surname>
<given-names><![CDATA[Ennio Hugo]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Vargas-Cañas]]></surname>
<given-names><![CDATA[Rubiel]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad del Cauca Departamento de Física ]]></institution>
<addr-line><![CDATA[Popayán ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad del Cauca Departamento de Física ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>09</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>09</month>
<year>2015</year>
</pub-date>
<numero>76</numero>
<fpage>30</fpage>
<lpage>38</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-62302015000300004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-62302015000300004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-62302015000300004&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[This paper presents a study relating the most commonly used materials in manufacturing the top plate of the Spanish guitar and some sound characteristics such as timbre, volume, and duration. Theoretically, the wood influences the quality of the sound and the vibrations of the membranes. Based upon these facts, an acoustic and vibrational study was carried out in order to establish the relationship between the physical properties of the wood and the resulting sound quality. To do this, digital signal processing techniques were implemented. It was found that volume and sound duration were higher in guitars with German spruce soundboard, whereas guitars with Canadian cedar soundboard presented more homogeneous sounds.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[En el presente trabajo se muestra un estudio realizado con los materiales más utilizados en la construcción de la tapa armónica de la guitarra y su relación con algunas características del sonido tales como timbre, volumen y duración. Para ello se utiliza como soporte teórico la física del sonido y de las vibraciones en membranas, y el procesamiento digital de señales. Con esta base se desarrolla un análisis acústico y vibracional. Finalmente, se encuentran algunas relaciones entre las propiedades físicas de los materiales, las vibraciones y las características del sonido antes mencionadas.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Timbre]]></kwd>
<kwd lng="en"><![CDATA[volume]]></kwd>
<kwd lng="en"><![CDATA[duration]]></kwd>
<kwd lng="en"><![CDATA[digital signal processing]]></kwd>
<kwd lng="en"><![CDATA[physical properties]]></kwd>
<kwd lng="en"><![CDATA[soundboard]]></kwd>
<kwd lng="es"><![CDATA[Timbre]]></kwd>
<kwd lng="es"><![CDATA[volumen]]></kwd>
<kwd lng="es"><![CDATA[duración]]></kwd>
<kwd lng="es"><![CDATA[procesamiento digital de señales]]></kwd>
<kwd lng="es"><![CDATA[propiedades físicas]]></kwd>
<kwd lng="es"><![CDATA[tapa armónica]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  <font face="Verdana" size="2">     <p align="right"><b>ART&Iacute;CULO ORIGINAL</b></p>     <p>&nbsp;</p>     <p align="right">DOI: <a href="http://dx.doi.org/10.17533/udea.redin.n76a04" target="_blank">10.17533/udea.redin.n76a04</a></p>     <p>&nbsp;</p>     <p align="center"><font size="4"><b>Acoustic and mechanic characterization of materials used in manufacturing the soundboard of the spanish guitar:  influence in the sonority</b></font></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="3"><b>Caracterizaci&oacute;n ac&uacute;stica y mec&aacute;nica del material utilizado en la fabricaci&oacute;n de la tapa de la guitarra espa&ntilde;ola: influencia  en la sonoridad</b></font></p>     <p align="center">&nbsp;</p>     <p align="center">&nbsp;</p>     ]]></body>
<body><![CDATA[<p><i><b>Ennio Hugo Idrobo-&Aacute;vila, Rubiel Vargas-Ca&ntilde;as<sup>*</sup></b></i></p>     <p>Departamento de F&iacute;sica,   Universidad del Cauca. Carrera 2A n.<sup>o</sup> 3N-111, Sector Tulc&aacute;n. C. P. 190002. Popay&aacute;n, Colombia. </p>     <p>*Corresponding author: Rubiel Vargas Ca&ntilde;as, e-mail: <a href="mailto:: rubiel@unicauca.edu.co">rubiel@unicauca.edu.co</a> </p>     <p>DOI: 10.17533/udea.redin.n76a04</p>     <p>&nbsp;</p>     <p align="center">(Received November 7, 2014; accepted June 24, 2015)</p>     <p align="center">&nbsp;</p>     <p align="center">&nbsp;</p> <hr noshade size="1">     <p><font size="3"><b>ABSTRACT</b></font></p>     <p>This paper presents a study relating   the most commonly used materials in manufacturing the top plate of the Spanish   guitar and some sound characteristics such as timbre, volume, and duration. Theoretically,   the wood influences the quality of the sound and the vibrations of the   membranes. Based upon these facts, an acoustic and vibrational study was   carried out in order to establish the relationship between the physical   properties of the wood and the resulting sound quality. To do this, digital   signal processing techniques were implemented. It was found that volume and   sound duration were higher in guitars with German spruce soundboard, whereas   guitars with Canadian cedar soundboard presented more homogeneous sounds.</p>     ]]></body>
<body><![CDATA[<p><i>Keywords:</i><b> </b>Timbre, volume, duration, digital signal processing, physical properties, soundboard</p> <hr noshade size="1">     <p><font size="3"><b>RESUMEN</b></font></p>     <p>En el presente trabajo se muestra un estudio realizado con los materiales m&aacute;s   utilizados en la construcci&oacute;n de la tapa arm&oacute;nica de la guitarra y su relaci&oacute;n   con algunas caracter&iacute;sticas del sonido tales como timbre, volumen y duraci&oacute;n.   Para ello se utiliza como soporte te&oacute;rico la f&iacute;sica del sonido y de las   vibraciones en membranas, y el procesamiento digital de se&ntilde;ales. Con esta base   se desarrolla un an&aacute;lisis ac&uacute;stico y vibracional. Finalmente, se encuentran   algunas relaciones entre las propiedades f&iacute;sicas de los materiales, las   vibraciones y las caracter&iacute;sticas del sonido antes mencionadas. </p>     <p><i>palabras clave: </i>Timbre, volumen, duraci&oacute;n, procesamiento digital de se&ntilde;ales, propiedades f&iacute;sicas, tapa arm&oacute;nica</p> <hr noshade size="1">     <p><font size="3"><b>1. Introduction</b></font></p>     <p>Guitar is an instrument, which has   evolved adapting to musical needs. However, in the late nineteenth century, the   standard criteria of the classical guitars were established &#91;1&#93;: the body was   elongated, a marked low neck was kept, lighter materials and thinner boxes were   used, a system of measurements and proportions based on a geometric logic was   established empirically; moreover, a bracing system, also known as brace bars   or harmonic system, was implemented and standardized. Since then, Guitar has   not had considerable evolution, which has avoided it to successfully be adapted   to the demands of the present time &#91;1&#93;. Nowadays, due to the increased size of   the venues where guitar concerts are performed, as well as the pieces where   guitar is the solo instrument, performers and spectators require guitars with   more powerful sound (volume), longer duration of the sound, homogeneity among   low, middle and high registers, and a warm and pure timbre. Therefore, the   acoustics of different musical instruments have been studied recently. For the   particular case of the guitar, studies have been focused on mathematical models   that describe the acoustic behaviour &#91;2&#93;, simulation using the finite-element   method &#91;3, 4&#93; and analysis by holography &#91;5&#93;. </p>     <p>Modelling studies have yielded good   results that have helped to understand the guitar sound behaviour; but they   have been insufficient in terms of materials used in the construction and their   influence on the sound. On the other hand, the study by holography has   permitted to visualize, directly, vibration modes of the soundboard of the   instrument and to measure vibration with high accuracy. However, this technique   has as a disadvantage the requirement of very sophisticated lab equipment, with   high precision and isolated from external perturbations, which may affect the   system. Simulation by the Finite Element Method has focused on reproducing   experimental results, achieving a good approximation among "real"   behaviour and the simulated one. </p>     <p>In this paper, three physical   properties of two of the most used materials in manufacturing soundboards of   the Spanish Guitar, i.e., Canadian cedar and German spruce, are analysed and   their influence on sound quality (homogeneity among registers, sound power and   timbre) correlated. To achieve these goals, first, acoustic characteristics of   guitars with soundboard of German spruce and Canadian cedar are determined   using techniques of digital signal processing, then, vibration modes of the   guitar soundboard and their vibration amplitude is related to the material used   in its fabrication, and finally the influence of the physical properties of   wood in some of the sonorous qualities of the guitar is established. </p>        <p><font size="3"><b>2. Experimental procedure</b></font></p>     <p>To characterize the material used in the guitar soundboard, two types of   analysis were performed, one acoustic and other vibrational. In the former,   sound signals were acquired and analysed to determine the volume and sound   duration of the instrument. To do this, the concept of signal energy and the   Fourier transform were used, respectively. In the latter, vibration signals of   the top plate were acquired and processed to determine the amplitude and   duration of vibration, and to correlate with its energy. Finally, the data   obtained in the two previous analyses were correlated with the physical   properties of the material used in the soundboard. A scheme of the experimental   procedure is illustrated in the <a href="#Figura1">Figure 1</a>.</p>     ]]></body>
<body><![CDATA[<p align=center><b><a name="Figura1"></a></b><img src="img/revistas/rfiua/n76/n76a04i01.gif"></p>     <p><b>2.1. Acoustic analysis </b></p>     <p><b>Determination of the sound power</b></p>     <p>To determine the sound power of the guitar, the amplitude of the sound   was associated with the energy of each signal. The energy of a continuous-time   signal is defined as the area below the square of the magnitude of the signal   &#91;6&#93;. Analogously, the energy of a discrete-time signal is defined as the sum of   the square of the magnitude of each sample, as shown in Eq. (1) &#91;7&#93;: </p>     <p><img src="img/revistas/rfiua/n76/n76a04e01.gif"></p>     <p>Where <i>x&#91;n&#93; </i>is the signal value at time <i>n</i> and <i>E<sub>x</sub></i> is proportional to the actual physical energy of the signal. </p>     <p><b>Determination of the sound duration</b></p>     <p>In order to establish the duration of the sound, it was associated with   the time where 95% of the total energy of the signals is consumed; this, in   order to minimize the influence of background noise; assuming that the sound is   sustained until the percentage of the total energy of the signal is completed,   from which the remaining 5% is composed of noise.</p>     <p><b>Determination of sound timbre</b></p>     <p>The timbre was associated with the frequency content of the signal. Fast   Fourier Transform - FFT was used to obtain the frequency spectrum. Then, it was   considered that signals with greater number of harmonics correspond to sounds   with better timbre feature.</p>     ]]></body>
<body><![CDATA[<p><b>2.2. Vibrational analysis</b></p>     <p>A body vibrates when it experiences alternative changes, so that its   particles oscillate synchronously around their equilibrium positions, without   them switching place &#91;8&#93;. When an object, such as a string or a plate,   vibrates, standing waves are generated in it caused by incident and reflected   waves at its borders or edges; these standing waves produce some natural   vibration patterns, called normal modes of vibration, in which there is a   vibration frequency for each of them &#91;9&#93;. The lower frequency of vibration is   known as fundamental. Thus, in a rectangular membrane with dimensions <i>L<sub>x</sub></i> and <i>L<sub>y</sub></i>, fixed edges, and constant superficial tension <i>T</i> at each point (<a href="#Figura2">see Figure 2</a>), its simple harmonic   motion, or free vibration mode is given by Eq. (2) &#91;10&#93;: </p>     <p><img src="img/revistas/rfiua/n76/n76a04e02.gif"></p>     <p align="center"><b><a name="Figura2"></a></b><img src="img/revistas/rfiua/n76/n76a04i02.gif"></p>     <p>The   wave equation describing this system is given by Eq. (3) &#91;10&#93;:</p>     <p><img src="img/revistas/rfiua/n76/n76a04e03.gif"></p>     <p>Where c= &radic;(T/&sigma; ) is the velocity of the transverse   wave, <i>&#963;</i> is the area density,   and <i>T</i> is the superficial   tension. Solving Eq. (3) and taking into account the above mentioned   conditions, the modal frequencies are given by Eq. (4): </p>     <p><img src="img/revistas/rfiua/n76/n76a04e04.gif"></p>     <p>The vibrational analysis consisted into find the vibration modes of the   guitar soundboard. In this case, average vibration was calculated as the   average amplitude of vibration at all measured points over the soundboard for   each instant of time.</p>     <p><b>2.3. Influence of material in the loudness</b></p>     ]]></body>
<body><![CDATA[<p>To determine the influence of the material on the sound quality of the   instrument, a mechanical system described by physical characteristics was   assumed, where its input is a particular musical note, and its output is   composed of an acoustic response, which can be decomposed into vectors of   average energies (volume), average time (duration), number of harmonics   (timbre), slope of energies (homogeneity of volume), slope of time (homogeneity   of duration), and average vibrational energies (vibration amplitude), as shown   in <a href="#Figura3">Figure 3</a>.</p>     <p align="center"><b><a name="Figura3"></a></b> <img src="img/revistas/rfiua/n76/n76a04i03.gif"></p>     <p>In this study, three physical properties were taken into account:   density (<i>&#961;</i>), Young's modulus (<i>E</i>) and Poisson's ratio (<i>&micro;</i>), which provide   information about the nature of the studied materials. Density is a property   that indicates the relation between mass and volume of a body. Young's modulus   is a property that measures the resistance of a solid to change its length; it   measures the resistance of a solid to elongate under load. Finally, Poisson's   ratio is a parameter which provides a measure of the narrowing in section of a   material prism when stretched longitudinally and thinned perpendicular to the   stretching direction. Values of these physical properties for wood studied are   given in <a href="#Tabla1">Table 1</a>. </p>     <p align="center"><b><a name="Tabla1"></a></b><img src="img/revistas/rfiua/n76/n76a04t01.gif"></p>     <p>The relation between average vibration, sound intensity, cumulative sums   of the energies of their respective signals and the physical properties of the   wood are determined by using the linear correlation coefficient, Eq. (5), which   expresses the degree of the relation between two features (discrete variables <i>X</i> and <i>Y</i>) of numeric type   &#91;12&#93;: </p>     <p><img src="img/revistas/rfiua/n76/n76a04e05.gif"></p>     <p>In (5), <i>x<sub>m</sub></i> and <i>y<sub>m</sub></i> represent the average value of each variable, while <i>x<sub>i</sub></i> and <i>y<sub>i</sub></i> represent   each value. Thus, <i>&#961;<sub>xy</sub></i> takes   values between +1 and -1, where +1 signifies 100% of correlation, while -1   means 100% of correlation in phase opposition. A zero value means no   correlation and therefore the two variables are considered independent. </p>   &nbsp;&nbsp;&nbsp;     <p><font size="3"><b>3. Results</b></font></p>     <p><b>3.1. Data Collection</b></p>     <p>In order to acquire sound and vibration data, an acquisition system   composed of a microphone WM-582d Pro.2, a set of accelerometers, a data   acquisition card, and a graphical interface was developed. In order to control   pulsation and synchronization, with the data acquisition algorithms, a servo   motor with a plectrum on its axis was used. A blocks diagram of the   experimental setup for the signal acquisition system is shown in <a href="#Figura4">Figure 4</a>.</p>     ]]></body>
<body><![CDATA[<p align="center"><b><a name="Figura4"></a></b><img src="img/revistas/rfiua/n76/n76a04i04.gif"></p>     <p>The experimental analysis was performed on two groups of guitars, where   all aspects that influence the sound were kept as constant as possible, so only   influence of material soundboard was considered. The first group was composed   of three guitars, built by Luthier Jorge Noguera, two with Canadian cedar (C1   and C2) and one with German spruce (GS) soundboards. The second group was   composed of three commercial guitars: Alhambra 1C guitar with German spruce   soundboard, Alvaro 55 and Yamaha CG171C guitar with cedar soundboards. New   strings (D'Addario EJ27N) were used throughout the experiments. </p>     <p><b>3.2. Acoustic analysis</b></p>     <p><b>Determination of sound power</b></p>     <p>In order to quantify sound power, total energy of each signal was   calculated and then associated to the amplitude of the sound; sound signals of   three guitars used in this analysis corresponding to the E3 note ("E"   of the sixth string) are shown in<a href="#Figura5"> Figure 5</a>. The fundamental frequency of the E3   note is 82.41 Hz. In our experiments each note was recorded eight times during   13 seconds, where the first six seconds were considered to calculate the sound   power, because most of the energy of the signal was located in this section.</p>     <p align="center"><b><a name="Figura5"></a></b><img src="img/revistas/rfiua/n76/n76a04i05.gif"></p>     <p>The sound (volume) of Alhambra guitar is the highest among this sample   as it can be seen from <a href="#Figura5">Figure 5</a>. The total energy and average of these sound samples   have been placed in <a href="#Tabla2">Table 2</a>. It is observed that GS, in the first group, and   Alhambra, in the second group, have higher average energy values. </p>     <p align="center"><b><a name="Tabla2"></a></b><img src="img/revistas/rfiua/n76/n76a04t02.gif"></p>     <p>From the data on <a href="#Tabla2">Table 2</a>, a graph of Total Energy vs. Frequency was   plotted and each curve linearized. The slopes values are used to determine how   homogeneous in their registers every guitar in terms of amplitude sound was;   where curves with slopes closer to zero represent more homogeneity. For the second   group of guitars, the graph of Average Total Energy vs. Frequency is shown in   <a href="#Figura6">Figure 6</a>.</p>     <p align="center"><b><a name="Figura6"></a></b><img src="img/revistas/rfiua/n76/n76a04i06.gif"></p>     ]]></body>
<body><![CDATA[<p><a href="#Figura6">Figure   6</a> shows that the Alhambra and Alvaro guitars have greater homogeneity in the   sound volume.</p>     <p><b>Determination of the sound duration</b></p>     <p>As earlier mentioned, to find the sound duration, it was associated with   the time where the 95% of the total energy of the signals was consumed; the   duration in seconds and its averages, for all sound samples, have been placed   in the <a href="#Tabla3">Table 3</a> where it is observed that GS and Alhambra guitars have the   longest duration, which is expressed in average time values.</p>     <p align="center"><b><a name="Tabla3"></a></b><img src="img/revistas/rfiua/n76/n76a04t03.gif"></p>     <p>From the data on <a href="#Tabla3">Table 3</a>, a graph of Duration vs. Frequency was plotted   and, as in the previous case, each curve linearized and the slopes values were   used to determine how homogeneous in their registers every guitar in terms of   duration sound was; and again, curves with slopes closer to zero show greater   homogeneity. The graph of Duration vs. Frequency, for the second group of   guitars, is shown in <a href="#Figura7">Figure 7</a>.</p>     <p align="center"><b><a name="Figura7"></a></b><img src="img/revistas/rfiua/n76/n76a04i07.gif"></p>     <p>From <a href="#Figura7">Figure 7</a>, it can be seen that the Yamaha guitar has the smallest   slope, so this guitar has the greatest homogeneity in the sound duration. To   this end, it has to be mentioned that the slopes of the Alvaro and Yamaha   guitars are similar. </p>     <p><b>Determination of sound timbre</b></p>     <p>Timbre was associated with the frequency content of the signal; it was   considered that the signals with a greater number of harmonics correspond to   sounds with better timbre features. This analysis was performed using the Fast   Fourier Transform (FFT) and each corresponding frequency spectrum, a window   between 82 and 2155 Hz was considered, where the presence of sound harmonics   was established by finding peaks at fixed intervals (periodic) according to the   fundamental tone, thus, in this analysis, presence of sound harmonics was   considered but not its magnitude. Furthermore, the spectral analysis was   measured in linear scale. The harmonics in the frequency spectrum of the E3   note, for second group of guitars, are shown in <a href="#Figura8">Figure 8</a> and information about   the amount of harmonics present in all analysed notes, for each guitar, is   summarised on <a href="#Tabla4">Table 4</a>.</p>     <p align="center"><b><a name="Figura8"></a></b><img src="img/revistas/rfiua/n76/n76a04i08.gif"></p>     ]]></body>
<body><![CDATA[<p align="center"><b><a name="Tabla4"></a></b><img src="img/revistas/rfiua/n76/n76a04t04.gif"></p>     <p><a href="#Tabla4">Table 4</a> shows that in the first group, C2 has the largest timbre   richness, however it is observed that all guitars have a similar frequency   spectrum; in this respect, it is important to highlight the fact that all   guitars in this group are made for the same manufacturer. On the other hand, in   the second group, Alhambra has the greatest timbre richness. It is also   noticeable the closeness in the amount of harmonics between of Alvaro and   Yamaha guitars which have a common material in their soundboard. </p>     <p>According to the acoustic analysis results, it was observed that in   general guitars with German spruce soundboard have larger volume and duration   of sound, and guitars with Canadian cedar soundboard have more homogeneous   sound. </p>     <p><b>3.3. Vibrational analysis</b> </p>     <p>In the vibrational analysis, the average vibration and the cumulative   sums of the energies of their respective signals were calculated for each   soundboard, and related, using the correlation coefficients, to the sound   characteristics. The average vibration was calculated as the average amplitude   of vibration in all measured points on the soundboard for each time instant,   considering only the first six seconds of each signal in order to minimize the   effect of noise. The average amplitude of vibration, the sound signal and the   cumulative sum of the energy of the vibration and sound signals in time, for   the E3 note in the Alhambra guitar, are shown in <a href="#Figura9">Figure 9</a>.</p>     <p align="center"><b><a name="Figura9"></a></b><img src="img/revistas/rfiua/n76/n76a04i09.gif"></p>     <p>Information   about the correlation coefficients, for all notes of each guitar of first and   second group, is summarized in <a href="#Tabla5">Table 5</a>.</p>     <p align="center"><b><a name="Tabla5"></a></b><img src="img/revistas/rfiua/n76/n76a04t05.gif"></p>     <p>From <a href="#Tabla5">Table 5</a> it can be said that there is a high degree of correlation   between vibration and sound for all guitars, with correlation coefficients   ranging from 0.8177 to 0.9976. Thus, as expected, considerable similarity was   found between the cumulative sum of the energies and the energy signals of sound   confirming the dependency between sound and vibration.</p>     <p><b>3.4. Influence in loudness</b></p>     ]]></body>
<body><![CDATA[<p>To find the relation between material and sound quality, correlation   coefficients relating physical properties and sound characteristics were   calculated. There were used, as inputs, vectors of density, Young's modulus and   Poisson's ratio corresponding to the physical properties of the system, and as   outputs, the obtained responses in terms of average energy (volume), average   time (duration), number of harmonics (timbre), slopes of energies (homogeneity   volume), slopes of time (homogeneity duration) and average energies of   vibration (amplitude vibration), as illustrated in <a href="#Tabla6">Table 6</a>. The correlation   coefficients between them are reported in <a href="#Tabla7">Table 7</a>.</p>     <p align="center"><b><a name="Tabla6"></a></b><img src="img/revistas/rfiua/n76/n76a04t06.gif"></p>     <p align="center"><b><a name="Tabla7"></a></b><img src="img/revistas/rfiua/n76/n76a04t07.gif"></p>     <p>As a result of this analysis, it was observed that there is high   correlation between the physical properties of the wood and the volume,   duration, and homogeneity in the sound duration as well as in the vibration   amplitude.</p>   &nbsp;&nbsp;&nbsp;     <p><font size="3"><b>4. Conclusions</b></font></p>     <p>It was found that the German spruce guitars, used for these experiments,   have more volume and sound duration, whereas Canadian cedar guitars are more   homogeneous in terms of sound and sound duration. Regarding timbre, changes in   material were inconclusive, since similar frequency content can be seen in all   the guitars of the first group and differences in the second one are not representative.   Therefore, it can be assumed that timbre is related to the geometry of the   guitars of this experiment or to the manufacturing process. </p>     <p>To establish a relation between density, Young's modulus, Poisson's   ratio and sound, it was used the correlation coefficient as a measure and it   was found that volume, sound duration, and vibration amplitude are correlated   to the density, the Young's modulus and Poisson's ratio; thus, the denser the   wood, the louder and longer the sound, and more amplitude of vibration. The   same is observed with the Young's modulus and Poisson's ratio. Similarly to the   acoustic analysis, the guitars of test that are made with German spruce have   more volume and sound duration than the guitars which are made with Canadian cedar,   thus emphasizing the fact that the magnitudes of the German spruce properties   are bigger than Canadian cedar properties.</p>     <p>Finally, an experimental explanation is displayed about why many   musicians and luthiers prefer guitars with German spruce soundboard and   ratifies this material as one of the most suitable for the construction of this   important guitar piece. Hence, this invites to return to the old tradition of   experimenting with different materials in search of a better sound for the   instrument. However, in order to provide more statistical relevance and hence   make the results more solid, further research is needed including more guitars,   all being from the same brand so aspects such as shape and brace bars are kept   constant.</p>   &nbsp;&nbsp;&nbsp;     <p><font size="3"><b>5. Acknowledgment</b></font></p>     <p>The authors want to express their gratitude to: the Optics and Laser   group at University of Cauca, in whose laboratory this work was done; the radio   station at University of Cauca, where the sound tests were performed; Luthier   Jorge Noguera, who facilitated his guitars and his workshop to take samples;   Camilo and Sebastian Torres Hernandez who lent their guitars (Alvaro and   Yamaha) for this study.</p> &nbsp;&nbsp;&nbsp;     ]]></body>
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