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Abhishek/metabrainz GSoC2016Proposal: Difference between revisions
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Abhishek/metabrainz GSoC2016Proposal (view source)
Revision as of 17:01, 21 March 2016
, 21 March 2016more details added
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<h3> Project Details </h3> | <h3> Project Details </h3> | ||
<br> | <br> | ||
<u>''' | <u> '''INTRODUCTION''' </u> | ||
<p> The idea is to implement a search functionality for AcousticBrainz. This would include implementing an Audio Information Retrieval System(AIRS) which would provide audio content search. This would also simplifies the task of data exploration and investigating content based similarity.</p> | <p> The idea is to implement a search functionality for AcousticBrainz. This would include implementing an Audio Information Retrieval System(AIRS) which would provide audio content search. This would also simplifies the task of data exploration and investigating content based similarity.</p> | ||
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<li> Can detect (duplicates) copy right issues with little tweak.</li> | <li> Can detect (duplicates) copy right issues with little tweak.</li> | ||
</ul> | </ul> | ||
<u>'''REQUIREMENTS DURING DEVELOPMENT'''</u> | |||
; Hardware Requirements : | |||
<ul> | |||
<li> A modern PC/Laptop</li> | |||
<li> Graphical Processing Unit(GPU) </li> | |||
</ul> | |||
; Software Requirements : | |||
<ul> | |||
<li> Elastic search (storage database)</li> | |||
<li> elastic-py library </li> | |||
<li> Kibana (data visualization)</li> | |||
<li> Python 2.7.x/C </li> | |||
<li> Scikit, Keras </li> | |||
<li> Coverage </li> | |||
<li> Pep8 </li> | |||
<li> Pyflakes </li> | |||
<li> Vim (IDE)</li> | |||
<li> Sphinx (documentation) </li> | |||
<li> Python Unit-testing framework (Unittest/Nosetest) </li> | |||
<li> AcousticBrainz tools | |||
</ul> | |||
<u> ''Implementation Details'' </u> | <u> ''Implementation Details'' </u> | ||