Update FMA 2014 article, update timeside section and conclusion

diff --git a/Publications/Conferences/2014_FMA/fma2014_Telemeta.tex b/Publications/Conferences/2014_FMA/fma2014_Telemeta.tex
index 3f74ecde8f3154ff2b76fd5c6bdd88ac0f3e06b7..44dbce091a91d233366dd5f73985645a903bb9a8 100644 (file)
--- a/Publications/Conferences/2014_FMA/fma2014_Telemeta.tex
+++ b/Publications/Conferences/2014_FMA/fma2014_Telemeta.tex
@@ -81,15 +81,14 @@ The primary purpose of the project is to provide the ethnomusicological communit
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 The time-based nature of such audio-visual materials and some associated metadata as annotations raises issues of access and visualization at a large scales. Easy and on demand access to these data, as you listen to the recording, represents a significant improvement.\r
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-An overview of the Telemeta's web interface is illustrated in Figure~\ref{fig:Telemeta}. Its flexible and streaming safe   architecture is represented in Figure~\ref{fig:TM_arch}.\r
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+An overview of the Telemeta's web interface is illustrated in Figure~\ref{fig:Telemeta}.\r
 \begin{figure}\r
    \centering\r
    \fbox{\includegraphics[width=0.97\linewidth]{img/telemeta_screenshot_en.png}}\r
    \caption[1]{Screenshot excerpt of the Telemeta web interface}\r
     \label{fig:Telemeta}\r
  \end{figure}\r
-\r
+Its flexible and streaming safe architecture is represented in Figure~\ref{fig:TM_arch}.\r
 \begin{figure*}[htbp]\r
   \centering\r
   \includegraphics[width=0.5\linewidth]{img/TM_arch.pdf}\r
@@ -163,7 +162,7 @@ TimeSide provides the following main features:
 \subsection{Audio features extraction}\r
 In order to provide Music Information Retrieval analysis methods to be implemented over a large corpus for ethnomusicological studies, TimeSide incorporates some state-of-the-art audio feature extraction libraries such as Aubio\footnote{\url{http://aubio.org/}} \citep{brossierPhD}, Yaafe\footnote{\url{https://github.com/Yaafe/Yaafe}} \citep{yaafe_ISMIR2010} and Vamp plugins\footnote{ \url{http://www.vamp-plugins.org}}.\r
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-As a open-source framework and given its architecture and the flexibility provided by Python, the implementation of any audio and music analysis algorithm can be consider and makes it a very convenient framework.\r
+As a open-source framework and given its architecture and the flexibility provided by Python, the implementation of any audio and music analysis algorithm can be consider. Thus, it makes it a very convenient framework for researchers in computational ethnomusicology to develop and evaluate their algorithms.\r
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 Given the extracted features, every sound item in a given collection can be automatically analyze. The results of this analysis can be stored in a scientific file format like Numpy and HDF5 and serialized to the web browser through common markup languages: XML, JSON and YAML.\r
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@@ -203,10 +202,12 @@ It also allows researchers to exchange data online with communities producing th
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 \section{Conclusion}\r
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-The Telemeta open-source framework provides the researchers in musicology with a new platform to efficiently distribute, share and work on their research materials. Furthermore, this platform is offered automatic music analysis capabilities through an external component, TimeSide that provides a flexible computational analysis engine together with web serialization and visualization capabilities.\r
+The Telemeta open-source framework provides the researchers in musicology with a new platform to efficiently distribute, share and work on their research materials.\r
+The platform has been deployed since 2011 to manage the \emph{Sound archives of the CNRS - Musée de l'Homme} which is the most important european collection of ethnomusicocological resources.\r
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-Further works on the user interface will enhance the visualization experience with time and frequency zooming capabilities and will thus improve the accuracy and the quality of time-segment base annotations.\r
+Furthermore, this platform is offered automatic music analysis capabilities through an external component, TimeSide that provides a flexible computational analysis engine together with web serialization and visualization capabilities. As an open-source framework TimeSide could be an appropriate platform for researchers in computational ethnomusicology to develop and evaluate their algorithms\r
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+Further works on the user interface will enhance the visualization experience with time and frequency zooming capabilities and will thus improve the accuracy and the quality of time-segment base annotations.\r
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 \section*{Acknowledgments} \r