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36 Open 9 Closed
36 Open 9 Closed
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Issues list

[chord-recognition]: Try CTC loss for the sequence label prediction task.
#43 opened Apr 2, 2018 by bzamecnik
There's missing .py tools
#42 opened Mar 31, 2018 by denisb411
2
TypeError: unsupported operand type(s) for +: 'NoneType' and 'str'
#41 opened Mar 5, 2018 by sd12832
7
Update the chord classifier to current versions of Keras/TensorFlow
#40 opened Nov 18, 2017 by bzamecnik
Use Seaborn heatmap() instead of corrplot()
#39 opened Dec 12, 2016 by bzamecnik
deploy in pure client-side via keras-js! 0 - Backlog
#35 opened Oct 16, 2016 by bzamecnik
1
avoid duplication between the ml and deep-instrument-heroku repos 1 - Ready
#34 opened Oct 16, 2016 by bzamecnik
write blog post describing the instrument classification task 1 - Ready
#33 opened Oct 16, 2016 by bzamecnik
start the pitch classification task 0 - Backlog
#31 opened Oct 15, 2016 by bzamecnik
generate audio data with chords 0 - Backlog
#30 opened Oct 15, 2016 by bzamecnik
generate audio data with sequence of tones 0 - Backlog
#29 opened Oct 15, 2016 by bzamecnik
generalize to variable length audio samples 1 - Ready
#28 opened Oct 15, 2016 by bzamecnik
1
visualize the chromagrams 2 - Working <= 5
#27 opened Oct 15, 2016 by bzamecnik
1
rewrite the model to the Keras functional API 4 - Done
#26 opened Oct 14, 2016 by bzamecnik
compute ranking of models - which is the best so far? 4 - Done
#25 opened Oct 14, 2016 by bzamecnik
separate input data directory and model directory 4 - Done
#24 opened Oct 14, 2016 by bzamecnik
put the models into unique directories 4 - Done
#23 opened Oct 14, 2016 by bzamecnik
Analyze error with respect to pitch. 4 - Done
#22 opened Oct 12, 2016 by bzamecnik
Compute the chromagram features as a sklearn transformer 4 - Done
#20 opened Sep 26, 2016 by bzamecnik
Prepare a library for loading and saving data 0 - Backlog beatles
#19 opened Sep 26, 2016 by bzamecnik
Wrap the model into a web application. 4 - Done
#18 opened Sep 26, 2016 by bzamecnik
1
Analyze training via TensorBoard. 0 - Backlog
#17 opened Sep 26, 2016 by bzamecnik
Produce a model evaluation report as a generated IPython notebook. 0 - Backlog
#16 opened Sep 26, 2016 by bzamecnik
Produce a model evaluation report. 4 - Done
#15 opened Sep 26, 2016 by bzamecnik
Analyze and describe the dataset. 1 - Ready
#14 opened Sep 26, 2016 by bzamecnik
@bzamecnik
ProTip! Find all open issues with in progress development work with linked:pr.