From: Guillaume Pellerin Date: Mon, 7 Jul 2014 17:24:28 +0000 (+0200) Subject: Update SoundSoftware slides X-Git-Url: https://git.parisson.com/?a=commitdiff_plain;h=0d69dca78e7ad907550829a8b27e95785f298450;p=telemeta-doc.git Update SoundSoftware slides --- diff --git a/Workshops/SoundSoftware_2014/TimeSide_SoundSoftware_2014_07_G.tex b/Workshops/SoundSoftware_2014/TimeSide_SoundSoftware_2014_07_G.tex new file mode 100644 index 0000000..e545ea9 --- /dev/null +++ b/Workshops/SoundSoftware_2014/TimeSide_SoundSoftware_2014_07_G.tex @@ -0,0 +1,749 @@ +\documentclass[10pt, final, hyperref, table]{beamer} +\mode + + + %\usepackage[english]{babel} % "babel.sty" +% \usepackage{french} % "french.sty" +% \usepackage{franglais} % "franglais.sty" (a defaut) + \usepackage{times} % ajout times le 30 mai 2003 + +%% -------------------------------------------------------------- +%% CODAGE DE POLICES ? +%% Si votre moteur Latex est francise, il est conseille +%% d'utiliser le codage de police T1 pour faciliter la césure, +%% si vous disposez de ces polices (DC/EC) +\usepackage[utf8]{inputenc} +\usepackage[T1]{fontenc} +\usepackage{eurosym} + + +%% ============================================================== +%\usepackage{graphicx} +\usepackage{amsmath,amsfonts} +%\usepackage[table]{xcolor} +\usepackage{subfigure} +\usepackage{fancybox} + +\usepackage{multicol} +\usepackage{wrapfig} +\usepackage{listings} +\usepackage{xcolor} +\usepackage{multimedia} % For playing sound + +\usepackage{hyperref} +% Define hyperlinks color +\definecolor{links}{HTML}{2A1B81} +\hypersetup{colorlinks,linkcolor=,urlcolor=links} + +\usetheme{Madrid} +\setbeamercovered{transparent} + + +% telemeta red +\definecolor{telemetaRed}{rgb}{0.41568, 0.01176, 0.02745} % #6A0307 +\usecolortheme[rgb={0.41568, 0.01176, 0.02745}]{structure} + +%\setbeamercolor{frametitle}{bg=telemetaRed} +% Display a grid to help align images +%\beamertemplategridbackground[1cm] + +%We will get the normal bibliography style (number or text instead of icon) by including the following code +\setbeamertemplate{bibliography item}[text] +\setbeamerfont{caption}{size=\footnotesize} +% listings settings +\definecolor{lstComments}{rgb}{0,0.6,0} +\definecolor{lstBkgrd}{rgb}{0.95,0.95,1} +\lstset{% + language=Python, % the language of the code + frame=single, % adds a frame around the code + frameround=tttt, + commentstyle=\color{lstComments},% comment style + backgroundcolor=\color{lstBkgrd}, % choose the background color + basicstyle=\tiny, % the size of the fonts that are used for the code + stringstyle=\ttfamily, % typewriter type for strings + keywordstyle=\color{blue}, % keyword style + showstringspaces=false, % underline spaces within strings only +} + + +\definecolor{rouge}{rgb}{1.0,0,0} +\newcommand{\chref}[2]{ + \href{#1}{\color{rouge}\underline{#2}} +} +\newcommand{\dchref}[1]{ + \href{#1}{\color{rouge}\underline{#1}} +} +\newcommand{\curl}[1]{ + \color{rouge}\underline{\url{#1}} +} +\title[TimeSide, open web audio processing framework]{ + TimeSide\\ + An open web audio processing framework + } + +%\author{Guillaume Pellerin\inst{1}} + +\author{ + Guillaume Pellerin\inst{1}, + Thomas Fillon\inst{1,2}, + Paul Brossier\inst{1}, +} + + +\institute[Parisson/UPMC]{% + \inst{1}% + Parisson, Paris, France + \and% + \inst{2}% + LAM, Institut Jean Le Rond d'Alembert, UPMC Univ. Paris 06, UMR CNRS 7190 + \begin{center} + \includegraphics[height=0.6cm]{img/parisson_logo_FINALE_com.pdf} + \hfill + \includegraphics[width=0.3\textwidth]{img/logo_telemeta_1-1.pdf} + \hfill + \includegraphics[height=0.6cm]{img/upmc.png} + \end{center} +} + +\date[SoundSoftware Workshop - 8/07/2014]{SoundSoftware Workshop - 8/07/2014\\ +\includegraphics[width=0.5\paperwidth]{img/soundsoftware_ac_uk_subtitle_transparent.png}} + + +\begin{document} +\frame{\titlepage} +\section[Table of contents]{} +\frame{\frametitle{Table of contents} +\tableofcontents +} + +\section{The Telemeta Project} +\subsection{Goals} + +\begin{frame}\footnotesize +\frametitle{The Telemeta Project} + + \begin{columns} + \begin{column}{0.5\linewidth} + \includegraphics[width=4cm]{img/logo_telemeta_1-1.pdf} + \end{column} + \begin{column}{0.5\linewidth} + \colorbox{yellow!50}{\textbf{\url{http://telemeta.org/}}} + \end{column} + \end{columns} + \begin{block}{Main goals} + \begin{itemize} + \item \alert{Archive}, \alert{preserve} and \alert{manage} large + audio database and related metadata + \item \alert{Play} audio data and \alert{read} metadata + \alert{synchronously} + \item \alert{Process} audio data \alert{on demand} through a + \alert{modular architecture} (no pre-processing needed) + \item \alert{Index} and \alert{share} audio data through a + \alert{collaborative} web app + \item \alert{Link} audio data to various \alert{ontologies}, + external \alert{services} and related \alert{multimedia files} + \item \alert{Manage} users, share and access rules, copyrights + easily through time + \end{itemize} + \end{block} + \begin{block}<2>{History of the project} + \begin{itemize} + \item \alert{2006}: Define objectives = \emph{open source web + audio collaborative platform} + \item \alert{2007}: First partner: french Center for Research in + Ethnomusicology (CREM) + \item \alert{2011}: Release of \alert{Telemeta 1.0} and + deployment of the ``\emph{Sound archives of the CNRS + - Musée de l'Homme}'' \dchref{http://archives.crem-cnrs.fr} + \item \alert{2013 - 2014}: Provide audio processing capabilities through the DIADEMS project + \end{itemize} + \end{block} + +\end{frame} + + +\subsection{CREM's platform} +\begin{frame} + \frametitle{CREM's platform} + \begin{center} + \includegraphics[width=\textwidth]{img/shots/CREM_2014_1.png} + \end{center} +\end{frame} + +\begin{frame}\frametitle{Telemeta - Web UI} + \vspace{-0.25cm} + \begin{center} + \includegraphics[width=12cm]{img/shots/telemeta_eng.png} + \end{center} + \tiny{\url{http://archives.crem-cnrs.fr/archives/items/CNRSMH_I_1976_011_003_08/}} +\end{frame} + + + +\subsection{Technologies \& Key features} +\frame{\frametitle{Telemeta - Technologies \& Key features} +\footnotesize +\begin{block}{Technologies \alert{$\longrightarrow$ 100\% 0pen Source!}} + \begin{itemize} + \item GNU / Linux : applications, libraries and kernel + \item \chref{http://djangoproject.com}{Django} (web platform), \chref{http://python.org}{Python} (cool and smart object oriented language with web and scientific libraries), \chref{http://gstreamer.freedesktop.org/}{GStreamer} (multimedia framework) + \item MySQL, PostgreSQL, others : relational databases + \item \chref{https://github.com/yomguy/TimeSide}{TimeSide} : open web audio processing framework +\end{itemize} +\end{block} +\begin{block}{Key features} + \begin{itemize} + \item \alert{Pure HTML5} web user interface including dynamical + forms and smart workflows + \item \alert{On the fly} audio analyzing, transcoding and metadata + embedding in various formats + \item \alert{Social editing} with \alert{semantic ontologies}, smart + workflows, realtime tools, human or automatic \alert{annotations + and segmentations} + \item \alert{User management} with individual desk, playlists, + profiles and access rights + \item \alert{High level search engine} (geolocation, instruments, + ethnic groups, etc...) + \item \alert{Data providers} : DublinCore, OAI-PMH, RSS, XML, JSON + and other + \item \alert{Multi-language} support (now english and french) + \end{itemize} +\end{block} +} + + +\subsection{Architecture} +\frame{\frametitle{Telemeta - Architecture} + \begin{center} + \pgfimage[width=8cm]{img/TM_arch} + \end{center} +} + + +\section{Goals} + +\begin{frame} + \frametitle{TimeSide - Goals}%\scriptsize +\begin{block}{Server side - TimeSide Engine} + \begin{itemize} + \item \alert{Do} asynchronous and fast audio processing with Python, + \item \alert{Decode} audio frames from ANY format into numpy arrays, + \item \alert{Analyze} audio content with state-of-the-art audio feature extraction libraries (Aubio, Yaafe, Vamp (experimental), + \item \alert{Organize}, serialize and save analysis metadata through various formats, + \item \alert{Draw} various fancy waveforms, spectrograms and other cool graphers, + \item \alert{Transcode} audio data in various media formats and stream them through web apps, + \end{itemize} + +\end{block} +\begin{block}{Client side - TimeSide UI} + \begin{itemize} + \item \alert{Playback} and \alert{interact} on demand through a smart high-level HTML5 extensible player, + \item \alert{Index}, \alert{tag} and \alert{organize semantic metadata} \\ +(see \href{http://telemeta.org/}{Telemeta} which embeds TimeSide). +\hfill $\vcenter{\hbox{\includegraphics[width=0.2\textwidth]{img/logo_telemeta_1-1.pdf}}}$ + % \begin{flushright} + % \includegraphics[width=0.2\textwidth]{../../Common/img/logo_telemeta_1-1.pdf}\\ + % \colorbox{yellow!50}{\textbf{\url{http://telemeta.org/}}} + %\end{flushright} + \end{itemize} +\end{block} +\end{frame} + + +\section{Use cases} + +\subsection{General} + +\frame{\frametitle{Use cases} + + \begin{block}{Usages} + \begin{itemize} + \item Synchonize large music audio datasets in to a robust and scalable platform + \item Share audio data and metadata with experts to make them collaborate in editing, processing and discovering + \item Build large statistical campaigns and vizualizations from ontologies, geographic data and sounds + \item Scale the audio data through the web (URL indexes) + \end{itemize} + \end{block} + + \begin{block}<2>{Applications} + \begin{itemize} + \item Realtime bioacoustical monitoring system over internet (needs hardware) + \item Biodiversity studies + \item Development and test of new species detection algorithms on large and historical datasets + \end{itemize} + \end{block} +} + + + +\subsection{The DIADEMS project} +\frame{\frametitle{The DIADEMS project} +\begin{itemize} + \item \chref{http://www.irit.fr/recherches/SAMOVA/DIADEMS/fr/welcome/&cultureKey=en}{DIADEMS} : Description, Indexation, Access to Sound and Ethnomusicological Documents + \item Granted by ANR : french national research agency (ANR-12-CORD-0022) + \item 3 years, 8 partners, 850 k\euro + \item Apply and test MIR algorithms on large scale ethnomusicological data + \item Define some high level interfaces to find new ways of explorations in large complex musical corpus + \item New modes of collaboration between human science and computer science laboratories and researchers + \item Define the \chref{http://files.parisson.com/telemeta/telemeta-doc/DIADEMS/thesaurus/Thesaurus/Thesaurus.html}{vocabulary} describing musical events in the usecase of ethnomusicilogy vs. signal processing + \item \dchref{http://www.irit.fr/recherches/SAMOVA/DIADEMS/fr/welcome/} + \item \dchref{http://diadems.telemeta.org} +\end{itemize} +} + +\frame{\frametitle{DIADEMS - Partners} +\begin{itemize} +\item Sponsors: +\begin{itemize} + \item CNRS + \item Huma-Num (ex TGE Adonis) + \item ANR + \item CREM + \item UPMC + \item Parisson +\end{itemize} + +\vspace{0.25cm} + +\item Partners : +\begin{itemize} +\item IRIT (université Paul Sabatier, Toulouse 3) +\item LIMSI (universités Pierre et Marie Curie (UPMC, Paris 6) et Paris-Sud) +\item LAM (institut Jean Le Rond d'Alembert, UPMC) +\item LABRI (université de Bordeaux) +\item CREM (université Paris Ouest Nanterre La Défense) +\item LESC (université Paris Ouest Nanterre La Défense) +\item Museum d'Histoire Naturelle de Paris +\item Musée du Quai Branly +\end{itemize} + +\end{itemize} + +\begin{center} +\begin{columns}[c] +\column{2.5cm} +\begin{center} +\pgfimage[width=1cm]{img/logo-CNRS}\end{center} +\column{2.5cm} +\begin{center} +\pgfimage[width=2.5cm]{img/Logo-CREM-La.jpg} +\end{center} +\column{2.5cm} +\begin{center} +\pgfimage[width=2.5cm]{img/parisson_logo_200}\end{center} +\column{2cm} +\begin{center} +\pgfimage[width=1.2cm]{img/logo-mnhn}\end{center} +\end{columns} +\end{center} + +} + + + +\section{Architecture} + +\begin{frame} + \frametitle{TimeSide - Architecture} + \begin{center} + \includegraphics[width=0.8\textwidth]{img/timeside_schema_v3.pdf} + \end{center} +\end{frame} + +\subsection{Engine} + +\begin{frame} + \frametitle{TimeSide - Engine} + \begin{center} + \includegraphics[width=0.95\textwidth]{img/TimeSide_pipe.pdf} + \end{center} + \begin{block}{Process Pipe} + \begin{itemize} + \item On-the-fly audio processing by simultaneous processors (decoder, encoders, analyzers, graphers) + \item Use of \emph{Gstreamer} for audio decoding and encoding \end{itemize} + \end{block} +\end{frame} + + +\subsection{Processors} + +\frame{\frametitle{Processors (plugins)} + \begin{block}{Decoders} + \begin{itemize} + \item FileDecoder + \item ArrayDecoder + \item LiveDecoder + \end{itemize} + \end{block} + + \begin{block}<2>{Encoders} + \begin{itemize} + \item VorbisEncoder + \item WavEncoder + \item Mp3Encoder + \item FlacEncoder + \item AacEncoder + \item WebMEncoder + \item OpusEncoder + \item AudioSink + \end{itemize} + \end{block} +} + +\frame{\frametitle{Processors (plugins)} + \begin{block}{Analyzers} + \begin{itemize} + \item AubioTemporal + \item AubioPitch + \item AubioMfcc + \item AubioMelEnergy + \item AubioSpecdesc + \item Yaafe + \item Spectrogram + \item Waveform + \item VampSimpleHost + \item IRITSpeechEntropy + \item IRITSpeech4Hz + \item OnsetDetectionFunction + \item LimsiSad + \end{itemize} + \end{block} +} + +\frame{\frametitle{Processors (plugins)} + \begin{block}{Graphers} + \begin{itemize} + \item Waveform + \item WaveformCentroid + \item WaveformTransparent + \item WaveformContourBlack + \item WaveformContourWhite + \item SpectrogramLog + \item SpectrogramLinear + \item Display.aubio\_pitch.pitch + \item Display.odf + \item Display.waveform\_analyzer + \item Display.irit\_speech\_4hz.segments + \end{itemize} + \end{block} +} + +\section{Demos} + +\frame{\frametitle{Documentation and demos} + \begin{block}{Links} + \begin{itemize}\small + \item \chref{http://files.parisson.com/timeside/doc/}{Official documentation} + \item \chref{http://nbviewer.ipython.org/github/thomasfillon/Timeside-demos/tree/master/}{Notebooks} + \item \chref{http://archives.crem-cnrs.fr/archives/items/CNRSMH_I_1960_003_001_07/}{Online example 1} + \item \chref{http://archives.crem-cnrs.fr/archives/items/CNRSMH_I_1976_011_003_08/}{Online Example 2} + \item \chref{http://diadems.telemeta.org/archives/collections/?page=275&}{DIADEMS datasets} + \end{itemize} + \end{block} +} + + +\section{ToDo lists} + +\frame{\frametitle{ToDo lists} +\footnotesize +\begin{block}{Telemeta} + \begin{itemize} + %\item Update code to support Django new Class based views + \item Update web framework (DJANGO) and geolocation services + %\item Smart breadcrumbs + %\item Better interactions with TimeSide + \item Enhance user interface (full HTML 5 + web audio API) + \begin{itemize}\footnotesize + \item For annotations and segmentations in a collaborative manner + \item Provide import capabilities and feedback loop between manual and automatic annotations + \item Fancy displays of automatic analysis results (zoomable + synchronized with audio) + \item Add a User interface to control and tune the analysis parameters + \item Add public and enhanced user playlists + \end{itemize} + \item More documentation + \end{itemize} +\end{block} + +\begin{block}<2>{TimeSide} + \begin{itemize} + \item Tiny web server based on Django (done) + \item Process task manager (done) + %\item Full HTML5 zooming player (+ annotations, segmentations, etc..) + %\item Analyzer parameters (+ interface) + %\item Improve Vamp plugins support (Vamp python host ?) + \item Add more audio \& acoustic analysis tools for automatic analysis + \item Add more automatic segmentation and classification tools to support various semantic ontologies (cf. thesaurus) + + %\item Add automatic similarity analysis tools (inside a song or between sound items) + %\item Enhance analysis result displays to send to Telemeta + %\item \dchref{https://github.com/yomguy/TimeSide/issues} + \end{itemize} +\end{block} +} + +\section{Lessons} + +\frame{\frametitle{Lessons learned} +\begin{block}{Lessons learned from a 7 years old project} +\begin{itemize} +\item Simplicity is better than complexity (\alert{KISS}) +\item \alert{Modularity} is only accessible with a flexible language (thanks Python!) +\item \alert{Models} and \alert{Objects} are more important than Technologies +\item A good \alert{workflow} is defined by the users themselves through \alert{feedback} and constant revisions +\item \alert{Prototyping} is a crucial part of the development process +\item A good platform relies on \alert{standards}, not on formats +\item The \alert{Open Source} ecosystem gives some \alert{tremendous} possibilities to develop, deploy and scale any platform project +\end{itemize} +\end{block} +} + + +\frame{\frametitle{The End} + \begin{center} + \large{Thank you!}\\ + \large{We are looking for new collaborations\\ and large scale audio processing use cases. Let's keep in touch!} + \vspace{0.25cm} + \begin{block}{Links} + \begin{itemize}\small + \item \chref{http://github.com/yomguy/TimeSide}{github.com/yomguy/TimeSide} + \item \chref{http://telemeta.org}{telemeta.org} + \item \chref{https://twitter.com/telemeta/}{@telemeta} + \end{itemize} + \end{block} + \begin{block}{Contact me} + \begin{itemize}\small + \item \chref{mailto:guillaume@parisson.com}{guillaume@parisson.com} + \item \chref{https://twitter.com/yomguy/}{@yomguy} + \item \chref{https://github.com/yomguy/}{github.com/yomguy/} + \item \chref{https://plus.google.com/u/0/+GuillaumePellerin/posts}{+GuillaumePellerin} + \item \chref{http://fr.linkedin.com/in/guillaumepellerin}{fr.linkedin.com/in/guillaumepellerin} + \end{itemize} + \end{block} + \end{center} +} + +% BONUS +\appendix +\newcommand{\backupbegin}{ + \newcounter{finalframe} + \setcounter{finalframe}{\value{framenumber}} +} +\newcommand{\backupend}{ + \setcounter{framenumber}{\value{finalframe}} +} +\backupbegin +\begin{frame}[fragile] + \begin{block}{TimeSide - Github repository} + \begin{center}\scriptsize + \colorbox{yellow!50}{\bf \hskip3ex + \url{https://github.com/yomguy/TimeSide/} \hskip3ex } + \end{center} + + \begin{itemize} + \item 3 main branches: master, dev, diadems + \end{itemize} + \end{block} + \begin{block}{Installation} +\url{https://github.com/yomguy/TimeSide\#install} + \begin{itemize} + \item Installation des dépendances : +\begin{lstlisting}[language=bash, basicstyle=\tiny] +$ echo "deb http://debian.parisson.com/debian/ stable main" | +$ sudo tee -a /etc/apt/sources.list +$ echo "deb-src http://debian.parisson.com/debian/ stable main" | sudo tee -a /etc/apt/sources.list +$ sudo apt-get update +$ sudo apt-get install git +$ sudo apt-get build-dep python-timeside +\end{lstlisting} + + \item Installation depuis le dépôt \emph{Github} : +\begin{lstlisting}[language=bash, basicstyle=\tiny] +$ git clone https://github.com/yomguy/TimeSide.git +$ cd TimeSide +$ git checkout dev +$ export PYTHONPATH=$PYTHONPATH:`pwd` +$ python tests/run_all_tests +\end{lstlisting} +\end{itemize} +\end{block} +\end{frame} + +\begin{frame} + \frametitle{Statistics - CREM revisions} + \begin{center} + \includegraphics[width=0.8\textwidth]{img/telemeta-revisions.png} + \end{center} +\end{frame} + +\frame{\frametitle{CREM's Telemeta platform} +\begin{itemize} + \item \alert{2006}: definition of the goals (open source web audio collaborative platform) + \item \alert{2007}: first partner: french Research Center of Ethnomusicology (CREM) + \item \alert{2007 - 2009}: technical specifications, definition of the DB migrator + \item \alert{2008}: prototype development + \item \alert{2008 - 2010}: workflow and format specifications + \item \alert{2011}: development, final migration and release of \alert{Telemeta 1.0} to the CREM for production : \dchref{http://archives.crem-cnrs.fr} + \item \alert{2011 - 2014}: collaborative indexing, more development, massive data imports... +\end{itemize} +} + +\subsection*{Workflow} +\frame{\frametitle{Workflow} + Example: CREM audio archive access rules vs. resource status + \begin{center} + \pgfimage[width=12cm]{img/TM_workflow} + \end{center} +} + + + +% Mis en backup car redondant avec l'interface SABIOD +\subsection*{User Interfaces} +\begin{frame}\frametitle{Web User Interface} + \vspace{-0.25cm} + \begin{center} + \includegraphics[width=12cm]{img/shots/telemeta_eng.png} + \end{center} + \tiny{\url{http://archives.crem-cnrs.fr/archives/items/CNRSMH_I_1976_011_003_08/}} +\end{frame} + + + +\subsection*{Data model} +%\frame{\tableofcontents[currentsection]} +\frame{\frametitle{Data model} + + \begin{center} + \pgfimage[width=10cm]{img/TM_model} + \end{center} + + +\begin{block}{Other objects} +\begin{itemize} + \item Instrument, InstrumentAlias, InstrumentRelation, InstrumentAliasRelation, Performance + \item Location, LocationAlias, LocationRelation, LocationAliasRelation + \item EthnicGroup, Format, PhysicalFormat, Publisher and various other Enumarations (1D lists) + \item Language (ISO 639-3) + \item Revision, PlayList, Profile, etc... +\end{itemize} +\end{block} + +\begin{block}{All objects} + \chref{http://telemeta.org/export/cb1fc9ad29e2cb0122fde9dd76c5275ba5dc7d14/doc/devel/telemeta-all.pdf}{view online PDF} +\end{block} +} + + + + + +\subsection{Usecases} +\frame{\frametitle{Extend the usecases} + + \begin{block}{Usages} + \begin{itemize} + \item \alert{Do research work}, \alert{share} audio data and collaborate online and with other researchers or expert communities. + \item \alert{Teach} with audio materials for lessons, academic works and exams. + \item \alert{Publish} documented audio ressources from interactive kiosks (full access given to IP ranges) + \end{itemize} + \end{block} + + \begin{block}<2>{Domains} + \begin{itemize} + \item Musicology + \item Anthropology + \item Museology + \item Computer science + \item Biology + \item Ecology + \end{itemize} + \end{block} +} + + + +\frame{\frametitle{Bioacoustic usecase} + + \begin{block}{Usages} + \begin{itemize} + \item Synchonize large bioacoustic audio datasets in to a robust and scalable platform + \item Share audio data and metadata with experts to make them collaborate in editing, processing and discovering + \item Build large statistical campaigns and vizualizations from taxonomies, geographic data and sounds + \item Scale the audio data through the web (URL indexes) + \end{itemize} + \end{block} + + \begin{block}<2>{Applications} + \begin{itemize} + \item Realtime bioacoustical monitoring system over internet (needs hardware) + \item Biodiversity studies + \item Development and test of new species detection algorithms on large and historical datasets + \end{itemize} + \end{block} +} + + +\subsection{SABIOD} +\begin{frame} + \frametitle{SABIOD: Scaled Acoustic Biodiversity (prototype) - Home Page} + \begin{center} + \includegraphics[width=1\textwidth]{img/shots/SABIOD_2014_1} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{SABIOD: Scaled Acoustic Biodiversity (prototype) - User Interface} + \begin{center} + \includegraphics[width=1\textwidth]{img/shots/SABIOD_2014_2} + \end{center} +\end{frame} + + +\begin{frame} + \frametitle{SABIOD: Scaled Acoustic Biodiversity (prototype)} + \begin{center} + \includegraphics[width=1\textwidth]{img/shots/SABIOD_2014_5} + \end{center} +\end{frame} + +\subsection*{Sabiod Phylogeny} +\begin{frame} + \frametitle{SABIOD: Scaled Acoustic Biodiversity (prototype)} + \begin{center} + \includegraphics[width=1\textwidth]{img/shots/SABIOD_2014_5} + \end{center} +\end{frame} + + +\begin{frame} + \frametitle{SABIOD: Scaled Acoustic Biodiversity (prototype)} + \begin{center} + \includegraphics[width=1\textwidth]{img/shots/SABIOD_2014_3} + \end{center} +\end{frame} + + +\begin{frame} + \frametitle{SABIOD: Scaled Acoustic Biodiversity (prototype)} + \begin{center} + \includegraphics[width=1\textwidth]{img/shots/SABIOD_2014_4} + \end{center} +\end{frame} + + +\subsection{Current development} +\frame{\frametitle{Current development - The SABIOD project} +\begin{block}{Bioacoustics - SABIOD} + \begin{itemize} + \item Add support for phylogeny and various bio taxonomies to Telemeta + \item Add bioacoustic detection models to TimeSide (bats, dolphins, whales, etc...) + \item Extend audio sampling frequencies + \item Automatic synchronization from hardware audio source + \end{itemize} +\end{block} +} + + +\backupend +\end{document} \ No newline at end of file