Subject: 2 (W/M) researchers positions BeeMusic project at IRCAM (Large-Scale Audio Indexing) From: Geoffroy Peeters <Geoffroy.Peeters@xxxxxxxx> Date: Mon, 2 Jun 2014 12:52:23 +0200 List-Archive:<http://lists.mcgill.ca/scripts/wa.exe?LIST=AUDITORY>This is a multi-part message in MIME format. --------------050405040203060209000607 Content-Type: text/plain; charset=ISO-8859-1; format=flowed Content-Transfer-Encoding: quoted-printable Content-Disposition: inline *ENGLISH VERSION:* *Positions*: 2 (W/M) researchers positions at IRCAM for Large-Scale=20 Audio Indexing *Starting*:August 18, 2014 *Duration*:12 months *Deadline for application*:July, 1st, 2014 The BeeMusic project aims at providing the description of music for=20 large-scale collections (several millions of music titles). In this=20 project IRCAM is in charge of the development of music content=20 description technologies (automatic genre or mood recognition, audio=20 fingerprint ...) for large-scale music collections. *Position description 201406BMRESA:* For this project IRCAM is looking for a researcher for the development=20 of the technologies of automatic genre and mood recognition. The hired Researcher will be in charge of the research and the=20 development of scalable technologies for supervised learning (i.e.=20 scaling GMM, PCA or SVM algorithms) to be applicable to millions of=20 annotated data. He/she will then be in charge of the application of the developed=20 technologies for the training of large-scale music genre and music mood=20 models and their application to large-scale music catalogues. ** *Required profile:* * High skill in audio indexing and data mining (the candidate must hold=20 a PHD in one of these fields) * Previous experience into scalable machine-learning models * High-skill in Matlab programming, skills in C/C++ programming * Skill in audio signal processing (spectral analysis, audio-feature=20 extraction, parameter estimation) * Good knowledge of Linux, Windows, MacOS environments * High productivity, methodical works, excellent programming style. The hired researcher will also collaborate with the development team and=20 participate in the project activities (evaluation of technologies,=20 meetings, specifications, reports). *Position description **201406BMRESB:* For this project IRCAM is looking for a researcher for the development=20 of the technologies of audio fingerprint. The hired Researcher will be in charge of the research and the=20 development of audio fingerprint technologies that are robust to audio=20 degradations (sound capture through mobile-phones in noisy environment)=20 and fingerprint search algorithms in large-scale database (millions of=20 music titles). ** ** *Required profile: * * High skill in audio signal processing and audio fingerprint design=20 (the candidate must hold a PHD in one of these fields) * High skill in indexing technologies and distributed computing=20 (hash-table, Hadoop, SOLR) * High-skill in Matlab programming, skills in Python and Java programming * Good knowledge of Linux, Windows, MacOS environments * High productivity, methodical works, excellent programming style. The hired researcher will also collaborate with the development team and=20 participate in the project activities (evaluation of technologies,=20 meetings, specifications, reports). *Introduction to IRCAM:* ** IRCAM is a leading non-profit organization associated to Centre=20 Pompidou, dedicated to music production, R&D and education in sound and=20 music technologies. It hosts composers, researchers and students from=20 many countries cooperating in contemporary music production, scientific=20 and applied research. The main topics addressed in its R&D department=20 include acoustics, audio signal processing, computer music, interaction=20 technologies and musicology. Ircam is located in the centre of Paris=20 near the Centre Pompidou, at 1, Place Igor Stravinsky 75004 Paris. *Salary:* According to background and experience *Applications:* Please send an application letter with the reference 201406BMRESA or=20 201406BMRESB togetherwith your resume and any suitable information=20 addressing the above issues preferably by email to: peeters_a_t_ircam=20 dot fr with cc to vinet_a_t_ircam dot fr, roebel_at_ircam_dot_fr *VERSION FRANCAISE:* *Offre d'emploi*: 2 postes de chercheur (H/F) =E0 l'IRCAM pour=20 technologies d'indexation audio =E0 grande =E9chelle *D=E9marrage *: 18 Aout 2014 *Dur=E9e *: 12 mois *Date limite pour candidature*: 1er juillet 2014 Le projet BeeMusic a pour objectif de d=E9crire la musique =E0 grande=20 =E9chelle (plusieurs millions de titres musicaux). Dans ce projet, IRCAM=20 est en charge du d=E9veloppement des technologies de description du=20 contenu audio (reconnaissance automatique du genre et de l'humeur=20 musicale, identification audio par fingerprint ...) pour des grands=20 catalogues musicaux. *Description du poste 201406BMRESA:* Pour ce projet, l'IRCAM recherche un/une chercheur(se) pour le=20 d=E9veloppement des technologies de reconnaissance automatique de genre et= =20 humeur. Le/la chercheur(se) sera en charge de la recherche et des d=E9veloppements= =20 concernant la mise =E0 l'=E9chelle des technologies d'apprentissage=20 supervis=E9e (passage =E0 l'=E9chelle des algorithmes GMM, PCA ou SVM), afi= n=20 de permettre leur application =E0 des millions de donn=E9es. Il/elle sera e= n=20 charge de l'application de ces technologies pour l'entrainement de=20 mod=E8les de genre et humeur musicale ainsi que de leur application =E0 des= =20 grands catalogues. *Profil requis:* * Tr=E8s grande exp=E9rience en algorithmes d'apprentissage automatique et= =20 en techniques d'indexation (le candidat doit avoir un PHD dans un de ces=20 domaines) * Exp=E9rience de passage =E0 l'=E9chelle des ces algorithmes * Tr=E8s bonne connaissance de la programmation Matlab, connaissance de la= =20 programmation C/C++ * Bonne connaissance du traitement du signal (analyse spectrale,=20 extraction de descripteurs audio, estimation de param=E8tres) * Bonne Connaissance des environnements Linux, Windows et Mac OS-X. * Haute productivit=E9, travail m=E9thodique, excellent style de=20 programmation, bonne communication rigueur Le/la chercheur(se)collaborera =E9galement avec l'=E9quipe de d=E9veloppeme= nt=20 et participera aux activit=E9s du projet (=E9valuation des technologies,=20 r=E9union, sp=E9cifications, rapports). *Description du poste 201406BMRESB:* Pour ce projet, l'IRCAM recherche un/une chercheur(se) pour le=20 d=E9veloppement des technologies d'identification audio par fingerprint. Le/la chercheur(se) sera en charge de la recherche et du d=E9veloppement=20 de la technologie d'identification audio par fingerprint robuste aux=20 d=E9gradations sonores (capture du son =E0 travers un t=E9l=E9phone mobile = en=20 environnement bruit=E9) et des algorithmes de recherche des fingerprints=20 dans une tr=E8s grande base de donn=E9es (plusieurs millions de titres=20 musicaux). *Profil requis:* *Tr=E8s bonne connaissance en traitement du signal et en conception=20 d'audio fingerprint (le candidat doit avoir un PHD dans un de ces domaines) *Tr=E8s bonne connaissance en techniques d'indexation et de syst=E8mes=20 distribu=E9s (hash-table, Hadoop, SOLR) * Tr=E8s bonne connaissance de la programmation Matlab, connaissance de la= =20 programmation Python et Java *Bonne connaissance des environnements Linux, Windows et Mac OS-X. *Haute productivit=E9, travail m=E9thodique, excellent style de=20 programmation, bonne communication rigueur Le/la chercheur(se)collaborera =E9galement avec l'=E9quipe de d=E9veloppeme= nt=20 et participeront aux activit=E9s du projet (=E9valuation des technologies,= =20 r=E9union, sp=E9cifications, rapports). *Pr=E9sentation de l'Ircam:* L'Ircam est une association =E0 but non lucratif, associ=E9e au Centre=20 National d'Art et de Culture Georges Pompidou, dont les missions=20 comprennent des activit=E9s de recherche, de cr=E9ation et de p=E9dagogie= =20 autour de la musique du XX=E8me si=E8cle et de ses relations avec les=20 sciences et technologies. Au sein de son d=E9partement R&D, des =E9quipes= =20 sp=E9cialis=E9es m=E8nent des travaux de recherche et de d=E9veloppement=20 informatique dans les domaines de l'acoustique, du traitement des=20 signaux sonores, des technologies d'interaction, de l'informatique=20 musicale et de la musicologie. L'Ircam est situ=E9 au centre de Paris =E0= =20 proximit=E9 du Centre Georges Pompidou au 1, Place Stravinsky 75004 Paris. *Salaire:* Selon formation et exp=E9rience professionnelle *Candidatures:* Pri=E8re d'envoyer une lettre de motivation avec la r=E9f=E9rence 201406BMR= ESA=20 ou 201406BMRESBet un CV d=E9taillant le niveau d'exp=E9rience/expertise dan= s=20 les domaines mentionn=E9s ci-dessus (ainsi que tout autre information=20 pertinente) =E0 peeters_a_t_ircam dot fr avec copie =E0 vinet_a_t_ircam dot fr, roebel_at_ircam_dot_fr --------------050405040203060209000607 Content-Type: text/html; charset=ISO-8859-1 Content-Transfer-Encoding: 7bit Content-Disposition: inline <html> <head> <meta http-equiv="content-type" content="text/html; charset=ISO-8859-1"> </head> <body bgcolor="#FFFFFF" text="#000000"> <meta name="Titre" content=""> <table class="MsoNormalTable" style="width:473.2pt;border-collapse:collapse;border:none;mso-border-alt:solid windowtext .5pt; mso-yfti-tbllook:1184;mso-padding-alt:0cm 5.4pt 0cm 5.4pt;mso-border-insideh: .5pt solid windowtext;mso-border-insidev:.5pt solid windowtext" border="1" cellpadding="0" cellspacing="0" width="473"> <tbody> <tr style="mso-yfti-irow:0;mso-yfti-firstrow:yes"> <td style="width:473.2pt;border:solid windowtext 1.0pt; mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">ENGLISH VERSION:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:1"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">Positions</span></b><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">: 2 (W/M) researchers positions at IRCAM for Large-Scale Audio Indexing <o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">Starting</span></b><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">:<span style="mso-spacerun:yes"> </span><span style="mso-tab-count:1"> </span>August 18, 2014<o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">Duration</span></b><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">:<span style="mso-tab-count:1"> </span>12 months<o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">Deadline for application</span></b><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">:<span style="mso-tab-count:1"> </span>July, 1st, 2014 <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:2"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">The BeeMusic project aims at providing the description of music for large-scale collections (several millions of music titles). In this project IRCAM is in charge of the development of music content description technologies (automatic genre or mood recognition, audio fingerprint …) for large-scale music collections.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:3"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">Position description 201406BMRESA:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">For this project IRCAM is looking for a researcher for the development of the technologies of automatic genre and mood recognition. <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">The hired Researcher will be in charge of the research and the development of scalable technologies for supervised learning (i.e. scaling GMM, PCA or SVM algorithms) to be applicable to millions of annotated data.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">He/she will then be in charge of the application of the developed technologies for the training of large-scale music genre and music mood models and their application to large-scale music catalogues.<o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></b></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">Required profile:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High skill in audio indexing and data mining (the candidate must hold a PHD in one of these fields) <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* Previous experience into scalable machine-learning models<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High-skill in Matlab programming, skills in C/C++ programming <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* Skill in audio signal processing (spectral analysis, audio-feature extraction, parameter estimation)<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* Good knowledge of Linux, Windows, MacOS environments<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High productivity, methodical works, excellent programming style.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">The hired researcher will also collaborate with the development team and participate in the project activities (evaluation of technologies, meetings, specifications, reports). <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:4"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Position description </span></b><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">201406BMRESB:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">For this project IRCAM is looking for a researcher for the development of the technologies of audio fingerprint.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">The hired Researcher will be in charge of the research and the development of audio fingerprint technologies that are robust to audio degradations (sound capture through mobile-phones in noisy environment) and fingerprint search algorithms in large-scale database (millions of music titles). <b style="mso-bidi-font-weight:normal"><o:p></o:p></b></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></b></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Required profile: <o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High skill in audio signal processing and audio fingerprint design (the candidate must hold a PHD in one of these fields) <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High skill in indexing technologies and distributed computing (hash-table, Hadoop, SOLR)<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High-skill in Matlab programming, skills in Python and Java programming <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* Good knowledge of Linux, Windows, MacOS environments<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">* High productivity, methodical works, excellent programming style.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">The hired researcher will also collaborate with the development team and participate in the project activities (evaluation of technologies, meetings, specifications, reports). <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:5"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Introduction to IRCAM:<o:p></o:p></span></b></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">IRCAM is a leading non-profit organization associated to Centre Pompidou, dedicated to music production, R&D and education in sound and music technologies. It hosts composers, researchers and students from many countries cooperating in contemporary music production, scientific and applied research. The main topics addressed in its R&D department include acoustics, audio signal processing, computer music, interaction technologies and musicology. Ircam is located in the centre of Paris near the Centre Pompidou, at 1, Place Igor Stravinsky 75004 Paris.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:6"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Salary:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">According to background and experience<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:7"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Applications:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Please send an application letter </span><span style="font-size:8.0pt;font-family:Courier" lang="EN-US">with the reference 201406BMRESA or 201406BMRESB together</span><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB"> with your resume and any suitable information addressing the above issues preferably by email to: peeters_a_t_ircam dot fr with cc to vinet_a_t_ircam dot fr, roebel_at_ircam_dot_fr<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:8"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">VERSION FRANCAISE:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:9"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Offre d’emploi</span></b><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"> : 2 postes de chercheur (H/F) à l’IRCAM pour technologies d’indexation audio à grande échelle<o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Démarrage </span></b><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">: 18 Aout 2014<o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Durée </span></b><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">: 12 mois <o:p></o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Date limite pour candidature</span></b><span style="font-size:8.0pt; font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">: 1er juillet 2014<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:10"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Le projet BeeMusic a pour objectif de décrire la musique à grande échelle (plusieurs millions de titres musicaux). Dans ce projet, IRCAM est en charge du développement des technologies de description du contenu audio (reconnaissance automatique du genre et de l’humeur musicale, identification audio par fingerprint …) pour des grands catalogues musicaux.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:11"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Description du poste 201406BMRESA:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Pour ce projet, l’IRCAM recherche un/une chercheur(se) pour le développement des technologies de reconnaissance automatique de genre et humeur.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Le/la chercheur(se) sera en charge de la recherche et des développements concernant la mise à l’échelle des technologies d’apprentissage supervisée (passage à l’échelle des algorithmes GMM, PCA ou SVM), afin de permettre leur application à des millions de données. Il/elle sera en charge de l’application de ces technologies pour l’entrainement de modèles de genre et humeur musicale ainsi que de leur application à des grands catalogues.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Profil requis:<span style="mso-tab-count:1"> </span><o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Très grande expérience en algorithmes d’apprentissage automatique et en techniques d’indexation (le candidat doit avoir un PHD dans un de ces domaines)<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Expérience de passage à l’échelle des ces algorithmes<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Très bonne connaissance de la programmation Matlab, connaissance de la programmation C/C++ <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Bonne connaissance du traitement du signal (analyse spectrale, extraction de descripteurs audio, estimation de paramètres) <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Bonne Connaissance des environnements Linux, Windows et Mac OS-X. <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Haute productivité, travail méthodique, excellent style de programmation, bonne communication rigueur<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Le/la chercheur(se)<span style="mso-spacerun:yes"> </span>collaborera également avec l’équipe de développement et participera aux activités du projet (évaluation des technologies, réunion, spécifications, rapports). <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:12"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Description du poste 201406BMRESB:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Pour ce projet, l’IRCAM recherche un/une chercheur(se) pour le développement des technologies d’identification audio par fingerprint.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Le/la chercheur(se) sera en charge de la recherche et du développement de la technologie d’identification audio par fingerprint robuste aux dégradations sonores (capture du son à travers un téléphone mobile en environnement bruité) et des algorithmes de recherche des fingerprints dans une très grande base de données (plusieurs millions de titres musicaux). <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Profil requis:<span style="mso-tab-count:1"> </span><o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">*Très bonne connaissance en traitement du signal et en conception d’audio fingerprint (le candidat doit avoir un PHD dans un de ces domaines) <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">*Très bonne connaissance en techniques d’indexation et de systèmes distribués (hash-table, Hadoop, SOLR) <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">* Très bonne connaissance de la programmation Matlab, connaissance de la programmation Python et Java <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">*Bonne connaissance des environnements Linux, Windows et Mac OS-X. <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">*Haute productivité, travail méthodique, excellent style de programmation, bonne communication rigueur<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Le/la chercheur(se)<span style="mso-spacerun:yes"> </span>collaborera également avec l’équipe de développement et participeront aux activités du projet (évaluation des technologies, réunion, spécifications, rapports). <o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:13"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Présentation de l’Ircam:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">L'Ircam est une association à but non lucratif, associée au Centre National d'Art et de Culture Georges Pompidou, dont les missions comprennent des activités de recherche, de création et de pédagogie autour de la musique du XXème siècle et de ses relations avec les sciences et technologies. Au sein de son département R&D, des équipes spécialisées mènent des travaux de recherche et de développement informatique dans les domaines de l'acoustique, du traitement des signaux sonores, des technologies d’interaction, de l’informatique musicale et de la musicologie. L'Ircam est situé au centre de Paris à proximité du Centre Georges Pompidou au 1, Place Stravinsky 75004 Paris.<o:p></o:p></span></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> </td> </tr> <tr style="mso-yfti-irow:14"> <td style="width:473.2pt;border:solid windowtext 1.0pt; border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:solid windowtext .5pt; padding:0cm 5.4pt 0cm 5.4pt" valign="top" width="473"> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB"><o:p> </o:p></span></p> <p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span style="font-size:8.0pt;font-family:Courier;mso-ansi-language:EN-GB" lang="EN-GB">Salaire:<o:p></o:p></span></b></p> <p class="MsoNormal"><span style="font-size:8.0pt;font-family:Courier; mso-ansi-language:EN-GB" lang="EN-GB">Selon formation et expérience 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