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updated README (desc & thanks)
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# Fingerprint audio files & identify what's playing
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made for [PaceMaker: BackEnd-2016 conference](http://www.pacemaker.in.ua/BackEnd-2016/about)
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**Presentation** - [http://www.slideshare.net/rodomansky/ok-shazam-la-lalalaa](http://www.slideshare.net/rodomansky/ok-shazam-la-lalalaa)
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- conference [PaceMaker: BackEnd-2016 conference](http://www.pacemaker.in.ua/BackEnd-2016/about)
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- slides are on [slideshare.net/rodomansky/ok-shazam-la-lalalaa](http://www.slideshare.net/rodomansky/ok-shazam-la-lalalaa)
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![](http://new.tinygrab.com/7020c0e8b010392da4053fa90ab8e0c8419bded864.png)
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## How to
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- To remove a specific song & related hash from db
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```bash
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```bash
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$ python sql-execute.py -q "DELETE FROM songs WHERE id = 6;"
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$ python sql-execute.py -q "DELETE FROM fingerprints WHERE song_fk = 6;"
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```
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## Thanks to
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- [How does Shazam work](http://coding-geek.com/how-shazam-works/)
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- [Audio fingerprinting and recognition in Python](https://github.com/worldveil/dejavu) - thanks for fingerprinting login via pynum
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- [Audio Fingerprinting with Python and Numpy](http://willdrevo.com/fingerprinting-and-audio-recognition-with-python/)
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- [Shazam It! Music Recognition Algorithms, Fingerprinting, and Processing](https://www.toptal.com/algorithms/shazam-it-music-processing-fingerprinting-and-recognition)
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- [Creating Shazam in Java](http://royvanrijn.com/blog/2010/06/creating-shazam-in-java/)
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- [Creating Shazam in Java](http://royvanrijn.com/blog/2010/06/creating-shazam-in-java/)

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