bzamecnik/ml

Issues

• Publish the dataset of computed chromagram features

  #8 opened 9 years ago by bzamecnik
  1

• Why are you using binary cross entropy

  #46 opened 7 years ago by aribornstein
  1

• extract_features.py gives very weird error.

  #45 opened 7 years ago by JBloodless
  5

• predict.py dropping different errors

  #44 opened 7 years ago by JBloodless
  2

• [chord-recognition]: Try CTC loss for the sequence label prediction task.

  #43 opened 7 years ago by bzamecnik
  0

• There's missing .py tools

  #42 opened 7 years ago by denisb411
  2

• TypeError: unsupported operand type(s) for +: 'NoneType' and 'str'

  #41 opened 7 years ago by sd12832
  7

• Update the chord classifier to current versions of Keras/TensorFlow

  #40 opened 7 years ago by bzamecnik
  0

• package the chromagram library

  #32 opened 7 years ago by bzamecnik
  1

• Use Seaborn heatmap() instead of corrplot()

  #39 opened 8 years ago by bzamecnik
  0

• Update the code to use tfr-0.2.1 API.

  #37 opened 8 years ago by bzamecnik
  0

• visualize the chromagrams

  #27 opened 8 years ago by bzamecnik
  1

• use tfr instead of music-processing-experiments

  #36 opened 8 years ago by bzamecnik
  0

• deploy in pure client-side via keras-js!

  #35 opened 8 years ago by bzamecnik
  1

• avoid duplication between the ml and deep-instrument-heroku repos

  #34 opened 8 years ago by bzamecnik
  0

• write blog post describing the instrument classification task

  #33 opened 8 years ago by bzamecnik
  0

• generalize to variable length audio samples

  #28 opened 8 years ago by bzamecnik
  1

• Deploy the instrument classsification model webapp publicly.

  #21 opened 8 years ago by bzamecnik
  1

• start the pitch classification task

  #31 opened 8 years ago by bzamecnik
  0

• generate audio data with chords

  #30 opened 8 years ago by bzamecnik
  0

• generate audio data with sequence of tones

  #29 opened 8 years ago by bzamecnik
  0

• Produce a model evaluation report.

  #15 opened 8 years ago by bzamecnik
  0

• rewrite the model to the Keras functional API

  #26 opened 8 years ago by bzamecnik
  0

• compute ranking of models - which is the best so far?

  #25 opened 8 years ago by bzamecnik
  0

• put the models into unique directories

  #23 opened 8 years ago by bzamecnik
  0

• separate input data directory and model directory

  #24 opened 8 years ago by bzamecnik
  0

• Separate scripts for data preparation, training and evaluation.

  #12 opened 8 years ago by bzamecnik
  1

• Analyze error with respect to pitch.

  #22 opened 8 years ago by bzamecnik
  0

• Wrap the model into a web application.

  #18 opened 8 years ago by bzamecnik
  1

• Convert the model notebook into a script

  #13 opened 8 years ago by bzamecnik
  1

• Compute the chromagram features as a sklearn transformer

  #20 opened 8 years ago by bzamecnik
  0

• Wrap the model into an end-to-end tool.

  #11 opened 8 years ago by bzamecnik
  0

• Prepare a library for loading and saving data

  #19 opened 8 years ago by bzamecnik
  0

• Analyze training via TensorBoard.

  #17 opened 8 years ago by bzamecnik
  0

• Produce a model evaluation report as a generated IPython notebook.

  #16 opened 8 years ago by bzamecnik
  0

• Analyze and describe the dataset.

  #14 opened 8 years ago by bzamecnik
  0

• Git submodule init doesn't work

  #10 opened 8 years ago by bzamecnik
  1

• Add music-processing-experiments as git submodule

  #4 opened 8 years ago by bzamecnik
  0

• Compare the model performance with trivial models

  #9 opened 9 years ago by bzamecnik
  0

• Describe how to prepare the features

  #7 opened 9 years ago by bzamecnik
  0

• Compare a few approaches to binary pitch class vector classification

  #2 opened 9 years ago by bzamecnik
  0

• Write a proper README

  #3 opened 9 years ago by bzamecnik
  0

• Evaluate the errors in pitch class vector prediction

  #6 opened 9 years ago by bzamecnik
  0

• Make it easy to use the predicted pitch classes eg. in Sonic Visualizer

  #5 opened 9 years ago by bzamecnik
  0

• beatles time map - inverse polar mapping

  #1 opened 9 years ago by bzamecnik
  0