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codes.html
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<html lang="fr"><head>
<meta charset="utf-8">
<head>
<title>Codes</title>
<link rel="stylesheet" href="/assets/css/global.css">
<link rel="stylesheet" href="/assets/css/profile.css">
<link rel="stylesheet" href="/assets/css/index.css">
<link rel="stylesheet" href="/assets/css/box_links.css">
<script>
function open_or_close(id){
var myDiv = document.getElementById(id)
if (myDiv.style.display=='block'){
myDiv.style.display='none';
} else {
myDiv.style.display='block';
}
};
</script>
<script src="https://kit.fontawesome.com/12b596ef39.js" crossorigin="anonymous"></script>
<link type="application/atom+xml" rel="alternate" href="/feed.xml" />
<!-- Begin Jekyll SEO tag v2.8.0 -->
<title>Codes</title>
<meta name="generator" content="Jekyll v4.3.2" />
<meta property="og:title" content="Codes" />
<meta property="og:locale" content="en_US" />
<meta property="og:type" content="website" />
<meta name="twitter:card" content="summary" />
<meta property="twitter:title" content="Codes" />
<script type="application/ld+json">
{"@context":"https://schema.org","@type":"WebPage","headline":"Codes","url":"/codes"}</script>
<!-- End Jekyll SEO tag -->
</head>
<body>
<div class="content">
<div class="base">
<div class="profile">
<div class="photo">
<img src="/assets/images/light_photo_sympa.jpeg"/>
</div>
<div class="info">
<h1 class="name"><a href="/">Axel Marmoret</a></h1>
<h2 class="job">Assistant Professor at IMT Atlantique (BRAIn team)</h2>
<h4>PhD Graduate in Signal Processing, Computer Science Engineer</h4>
</div>
</div>
<div class="about">
<h3>About Me</h3>
Hello! My name is Axel Marmoret, I'm 26, and I'm an Assistant Professor at IMT Atlantique in France.<br>
I work on Machine Learning and Optimisation techniques for rerieving musical structure, based on its audio form.<br>
I'm also a musician (mainly drummer, newly bassist!), and passionate about music.
</div>
<div class="contact">
<h3>Contact Me</h3>
<div class="email"><a href="mailto:[email protected]"><i class="fas fa-envelope"></i><span>My mail adress</span></a></div>
<div class="address"><a href="https://goo.gl/maps/K8BJVp8kKWW9CQZt6" target="_blank"><i class="fas fa-map-marker"></i><span>Living in Brest, France</span></a></div>
</div>
<div class="follow">
<h3>Follow Me</h3>
<div class="box">
<a href="https://gitlab.inria.fr/amarmore" target="_blank"><i class="fab fa-gitlab "></i></a>
<a href="https://hal.archives-ouvertes.fr/search/index/?q=%2A&authFullName_s=Axel+Marmoret" target="_blank"><i class="far fa-file-alt"></i></a>
<a href="https://www.linkedin.com/in/axel-marmoret-phd-%E2%8F%9A-732491136/" target="_blank"><i class="fab fa-linkedin"></i></a>
<a href="https://open.spotify.com/user/e-xa" target="_blank"><i class="fab fa-spotify"></i></a>
</div>
</div>
</div>
<div class="func">
<ul id="navigation">
<li><a href="/research/">Research</a></li>
<li><a href="/resume/">Resume</a></li>
<li><a href="/publications/">Publications</a></li>
<li><a href="/codes/">Codes</a></li>
<li><a href="/TODO/">Music</a></li>
<li><a href="/resources/">Resources</a></li>
</ul>
<div class="content_block">
<h2>nn_fac</h2>
<h4 class="center">pip install nn-fac</h4>
Toolbox of nonnegative factorization techniques, for both matrices (NMF) and tensors (NN-CP, NN-PARAFAC2 and NTD).
<br>
These decompositions are computed by solving NNLS (NonNegative Least Squares) problems on every factor when optimizing with respect to the Euclidean norm, or with Multiplicative Updates subject to each factor when optimizing the Beta-divergences.
<br><br>
Note: the techniques of this toolbox will soon be integrated to the <a class="inner-link" href="https://github.com/tensorly/tensorly" target="_blank">tensorly toolbox</a> thanks to my colleague <a class="inner-link" href="https://www.researchgate.net/profile/Caglayan-Tuna" target="_blank">Caglayan Tuna</a>! :)
<br><br>
<small>Axel Marmoret, Jérémy Cohen. nn_fac: Nonnegative Factorization techniques toolbox. 2020.</small>
<br>
<div class="box">
<a href="javascript:void(0);" onclick="open_or_close('nn_fac_bibtex')"><i class="fas fa-quote-left"></i></a>
<a href="https://gitlab.inria.fr/amarmore/nonnegative-factorization" target="_blank"><i class="fab fa-gitlab"></i></a>
</div>
<div id="nn_fac_bibtex" class="hidden_content_block">
<div class="citation_content">
<p>@Misc{marmoret2020nnfac,
author={Marmoret, Axel and Cohen, Jeremy},
title = {nn_fac},
howpublished = {\url{https://gitlab.inria.fr/amarmore/nonnegative-factorization}},
year = {2020}}</p>
</div>
</div>
</div>
<div class="content_block">
<h2>as_seg</h2>
<h4 class="center">pip install as-seg</h4>
Code related to the CBM segmentation algorithm.
<br>
See our article "Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis" for more details.
<br><br>
<small>Axel Marmoret, Jérémy Cohen, Frédéric Bimbot. 2022.</small>
<div class="box">
<a href="javascript:void(0);" onclick="open_or_close('as_seg_bibtex')"><i class="fas fa-quote-left"></i></a>
<a href="https://gitlab.inria.fr/amarmore/musicntd" target="_blank"><i class="fab fa-gitlab"></i></a>
</div>
<div id="as_seg_bibtex" class="hidden_content_block">
<div class="citation_content">
<p>@Misc{marmoret2020musicntd,
author={Marmoret, Axel and Cohen, Jeremy and Bertin, Nancy and Bimbot, Frederic},
title = ,
howpublished = {\url{https://gitlab.inria.fr/amarmore/musicntd}},
year = {2022}}</p>
</div>
</div>
</div>
<div class="content_block">
<h2>BarwiseMusicCompression</h2>
<h4 class="center">pip install not available yet.</h4>
Code related to linear and non-linear barwise music compression, then used for music segmentation.
<br>
See <a class="inner-link" href="barwisecompression.html">barwise music compression</a> or our article "Barwise Compression Schemes for Audio-Based Music Structure Analysis." for more details.
<br><br>
<small>Axel Marmoret, Jérémy Cohen, Frédéric Bimbot. 2022.</small>
<div class="box">
<!--<a href="javascript:void(0);" onclick="open_or_close('musicae_bibtex')"><i class="fas fa-quote-left"></i></a>-->
<a href="https://gitlab.inria.fr/amarmore/barwisemusiccompression" target="_blank"><i class="fab fa-gitlab"></i></a>
</div>
<div id="musicae_bibtex" class="hidden_content_block">
<div class="citation_content">
<p>@softwareversion{marmoret:hal-03406224v1,
TITLE = ,
AUTHOR = {Marmoret, Axel and Cohen, J{\'e}r{\'e}my E and Bimbot, Fr{\'e}d{\'e}ric},
URL = {https://hal.archives-ouvertes.fr/hal-03406224},
YEAR = {2021},
MONTH = Oct,
SWHID = {swh:1:dir:a5df9cf7e88b8893dc205465dbd7ba6595869d0a;origin=https://hal.archives-ouvertes.fr/hal-03406224;visit=swh:1:snp:18fb7d99d56d01720cd104405c78dfe757c06308;anchor=swh:1:rev:fb43c7c06c6483761726c753df0905510487458b;path=/},
LICENSE = {BSD 3-Clause ''New'' or ''Revised'' License},
FILE = {https://hal.archives-ouvertes.fr/hal-03406224/file/zipHal.zip},
HAL_ID = {hal-03406224},
HAL_VERSION = {v1}}</p>
</div>
</div>
</div>
<div class="content_block">
<h2>MusicAE (deprecated)</h2>
<h4 class="center">pip install musicae</h4>
Code related to single-song autoencoding, then used for music segmentation. This code is actually deprecated, because contained in the larger "barwisemusiccompression" package.
<br>
See the Single-Song AutoEncoder part in <a class="inner-link" href="barwisecompression.html">barwise music compression</a> or our article "Barwise Compression Schemes for Audio-Based Music Structure Analysis." for more details.
<br><br>
<small>Axel Marmoret, Jérémy Cohen, Frédéric Bimbot. 2021.</small>
<div class="box">
<a href="javascript:void(0);" onclick="open_or_close('musicae_bibtex')"><i class="fas fa-quote-left"></i></a>
<a href="https://gitlab.inria.fr/amarmore/musicae" target="_blank"><i class="fab fa-gitlab"></i></a>
</div>
<div id="musicae_bibtex" class="hidden_content_block">
<div class="citation_content">
<p>@softwareversion{marmoret:hal-03406224v1,
TITLE = ,
AUTHOR = {Marmoret, Axel and Cohen, J{\'e}r{\'e}my E and Bimbot, Fr{\'e}d{\'e}ric},
URL = {https://hal.archives-ouvertes.fr/hal-03406224},
YEAR = {2021},
MONTH = Oct,
SWHID = {swh:1:dir:a5df9cf7e88b8893dc205465dbd7ba6595869d0a;origin=https://hal.archives-ouvertes.fr/hal-03406224;visit=swh:1:snp:18fb7d99d56d01720cd104405c78dfe757c06308;anchor=swh:1:rev:fb43c7c06c6483761726c753df0905510487458b;path=/},
LICENSE = {BSD 3-Clause ''New'' or ''Revised'' License},
FILE = {https://hal.archives-ouvertes.fr/hal-03406224/file/zipHal.zip},
HAL_ID = {hal-03406224},
HAL_VERSION = {v1}}</p>
</div>
</div>
</div>
<div class="content_block">
<h2>MusicOnPolytopes</h2>
Code associated with the polytopical framework, used as a structural segmentation criterion for symbolic music.
<br>
See <a class="inner-link" href="polytopes.html">Polytopes</a> for more details.
<br><br>
<small>Axel Marmoret, Jérémy Cohen, Frédéric Bimbot. 2021.</small>
<div class="box">
<a href="javascript:void(0);" onclick="open_or_close('musicpolytopes_bibtex')"><i class="fas fa-quote-left"></i></a>
<a href="https://gitlab.inria.fr/amarmore/musiconpolytopes" target="_blank"><i class="fab fa-gitlab"></i></a>
</div>
<div id="musicpolytopes_bibtex" class="hidden_content_block">
<div class="citation_content">
<p>@Misc{marmoret2021musiconpolytopes,
author={Marmoret, Axel and Cohen, J{\'e}r{\'e}my E and Bimbot, Fr{\'e}d{\'e}ric},
title = ,
howpublished = {\url{https://gitlab.inria.fr/amarmore/musiconpolytopes}},
year = {2021}}</p>
</div>
</div>
</div>
<div>
</div>
<footer>
<div class="copyright">
<p>For the theme: Copyright (c) 2020 by Naomi Bastian Weatherford <a target="_blank" class="inner-link" href="https://codepen.io/astronaomical/pen/KexYgb">(https://codepen.io/astronaomical/pen/KexYgb)</a></p>
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