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professional experciences in english
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DavidDoukhan committed Aug 2, 2023
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44 changes: 23 additions & 21 deletions david_doukhan_extended_cv.tex
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Expand Up @@ -287,34 +287,28 @@ \section*{Résumé}
\section{Work Experience}


%\subsection{Research \& Engineering}

\begin{joblong}{Speech analysis research engineer at INA}{2016 - present}
\item Supervision of intern and Ph.D. students on various ML tasks : speech interruptions detection, active-learning, speaker recognition and diarization, audio segmentation, active speaker detection, audio jingle detection, face classification.
\item Large-scale digital humanities studies based on the analysis of millions of hours of audiovisual data
\item Technological transfer of research results to several governmental and NGO reports related to women representation in media (ARCOM, GMMP, Calvez)
\item Implementation of audiovisual analysis softwares : sound and visual event detection, speech segmentation, voice activity detection, face tracking and classification, TV text incrustations detection, assisted annotation prototypes
\end{joblong}
\begin{jobshort}{Audiovisual analysis Researcher at INA}{2016 - present}
Supervision of the speech analysis research group (2-3 interns, PhD students or engineers), involvement and coordination of national or European research projects, audiovisual analysis software implementation, gender representation studies, transfer of research results to production, governmental \& NGO reports
\end{jobshort}


\begin{joblong}{Large scale Music Information Retrieval at IRCAM}{2014-2015}
\item Distributed RAM ML algorithms implementation in Matlab
\item Refactorization of IRCAM’s classification framework to allow distributed processing
\item Proposal of supervector based music genre and mood detection models
\end{joblong}
\begin{jobshort}{Large-scale Music Information Retrieval Researcher at IRCAM}{2014-2015}
Distributed Machine-Learning algorithms implementation in Matlab, IRCAM’s classification framework refactorization, music genre and mood prediction
\end{jobshort}



\begin{jobshort}{Speaker analysis at LIMSI-CNRS}{2013-2014}
Implementation of speaker diarization and Voice Activity Detection algorithms suited to noisy archives (ethnographic recordings) in Python.
\begin{jobshort}{Speaker analysis Researcher at LIMSI-CNRS}{2013-2014}
Speaker diarization and Voice Activity Detection for noisy archives (ethnographic recordings) in Python.
\end{jobshort}



\begin{joblong}{Text-To-Speech at LIMSI-CNRS : Ph.D. Research}{2009-2013}
\item Production of annotated speech ressources, prosodic analyzes and prosodic visualization tools
\item Natural language processing (CRF, POS) and inter-annotator agreement analysis
\item Expressive speech synthesis and perceptual evaluation
\end{joblong}
\begin{jobshort}{Expressive Text-To-Speech at LIMSI-CNRS : Ph.D. Research}{2009-2013}
Annotated speech corpora production, inter-annotator agreement analysis, prosodic analysis and visualization tools, Natural Language Processing (CRF), speech synthesis perceptual evaluation
\end{jobshort}



Expand All @@ -323,22 +317,30 @@ \section{Work Experience}
\end{jobshort}

\begin{jobshort}{Virtual reality engineer at IRCAM}{2008 (6 months)}
Virtual environments to treat dog phobia: computer graphics programming, 3D binaural sound rendering \& head-tracking management in C++
Computer graphics programming, 3D binaural sound rendering \& head-tracking management in C++
\end{jobshort}

\begin{jobshort}{Computer Vision research assistant at MIT (USA)}{2008 (6 months)}
Face and object recognition (Python)
\end{jobshort}

\begin{jobshort}{High-throughput deep learning internship at MIT(USA)}{2007 (6 months)}
Implementation of a CNN Python framework suited to Cell Be parallel architectures : C, assembly, SIMD, code generation, just-in-time compilation.
\begin{jobshort}{High-throughput deep learning internship at MIT (USA)}{2007 (6 months)}
CNN implementation in Python for Cell Be parallel architectures : C, assembly, SIMD, profiling.
\end{jobshort}



%\subsection{Teaching Activities}

\end{en}








%% %Projects
%% \section{Projects}

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2 changes: 1 addition & 1 deletion david_doukhan_extended_cv_en.tex
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\newcommand{\PubSec}{Peer-reviewed publications}
\newcommand{\PubJournal}{International journals}
\newcommand{\PubConf}{Conference Proceedings}
\newcommand{\PubAbstract}{Abstract Paper}
\newcommand{\PubAbstract}{Abstract Papers}
\newcommand{\PubPhd}{PhD Thesis}


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