├── parsing.py ├── train.py ├── remix.py ├── requirements.txt ├── .travis.yml ├── docs ├── index.rst ├── Makefile ├── make.bat └── conf.py ├── README.md ├── .gitignore └── LICENSE /parsing.py: -------------------------------------------------------------------------------- 1 | # This file should take in WAV and output usable Frequency Data 2 | -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- 1 | # Takes output from parse.py then forms neural network and trains 2 | -------------------------------------------------------------------------------- /remix.py: -------------------------------------------------------------------------------- 1 | # Takes in file and the new song and runs the network to remix and output the file as WAV 2 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | alabaster==0.7.9 2 | argh==0.26.2 3 | Babel==2.3.4 4 | backports-abc==0.4 5 | certifi==2016.8.31 6 | docutils==0.12 7 | imagesize==0.7.1 8 | Jinja2==2.8 9 | Keras==1.1.0 10 | livereload==2.4.1 11 | MarkupSafe==0.23 12 | numpy==1.11.1 13 | pathtools==0.1.2 14 | port-for==0.3.1 15 | py==1.4.31 16 | Pygments==2.1.3 17 | pytest==3.0.2 18 | pytz==2016.6.1 19 | PyYAML==3.12 20 | singledispatch==3.4.0.3 21 | six==1.10.0 22 | snowballstemmer==1.2.1 23 | sphinx-autobuild==0.6.0 24 | Sphinx==1.4.6 25 | Theano==0.8.2 26 | tornado==4.4.1 27 | watchdog==0.8.3 28 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 1 | sudo: false 2 | language: python 3 | python: 4 | - "2.7" 5 | cache: apt 6 | addons: 7 | apt: 8 | packages: 9 | - libatlas-dev 10 | - libatlas-base-dev 11 | - liblapack-dev 12 | - gfortran 13 | before_install: 14 | - wget http://repo.continuum.io/miniconda/Miniconda-latest-Linux-x86_64.sh -O miniconda.sh 15 | - bash miniconda.sh -b -p $HOME/miniconda 16 | - export PATH="$HOME/miniconda/bin:$PATH" 17 | - conda update --yes conda 18 | install: 19 | - conda install --yes python=$TRAVIS_PYTHON_VERSION pip numpy scipy nose 20 | - pip install pep8 python-coveralls 21 | - pip install -r requirements.txt 22 | script: 23 | - nosetests 24 | after_success: 25 | - coveralls 26 | 27 | -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- 1 | .. DeepRemix documentation master file, created by 2 | sphinx-quickstart on Wed Sep 28 09:41:49 2016. 3 | You can adapt this file completely to your liking, but it should at least 4 | contain the root `toctree` directive. 5 | 6 | Welcome to DeepRemix's documentation! 7 | ===================================== 8 | **Remixing Music with Deep Learning** 9 | 10 | An interface in which you can give it a song and a style for the song to be remixed in, and a LSTM neural network will output the remixed song. 11 | 12 | For more information see `DeepRemix.com `_ 13 | 14 | **Dependencies** 15 | 16 | * Python 2.7 17 | * Keras 18 | * Scipy 19 | * Numpy 20 | * PyDub (for input parsing) 21 | * PyTest (for testing) 22 | 23 | 24 | Indices and tables 25 | ================== 26 | 27 | * :ref:`genindex` 28 | * :ref:`modindex` 29 | * :ref:`search` 30 | 31 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # DeepRemix 2 | ## Remixing Music with Deep Learning 3 | 4 | An interface in which you can give it a song, and a style for the song to be remixed in, and a LSTM neural network will remix it and output a remixed song. 5 | 6 | For more information see [DeepRemix.com.](https://deepremix.com) 7 | 8 | ## Dependencies 9 | * Python 2.7 10 | * Keras 11 | * Scipy 12 | * Numpy 13 | * PyDub (for input parsing) 14 | * PyTest (for testing) 15 | 16 | ## Usage 17 | 18 | Clone the repository, copy the song you'd like to remix into `./data/Music` and run 19 | 20 | `python scriptforparsingmusicgoeshere.py` 21 | 22 | Once the song has been put in an appopriate representational state, you can now run it through the neural network by running: 23 | 24 | `python scriptthatrunsnetworkgoeshere.py` 25 | 26 | This will save the output song into `./data/Output` 27 | 28 | # Travis CI 29 | ## To test a build, do the following: 30 | 31 | * Commit and push something to the repository... 32 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | env/ 12 | build/ 13 | develop-eggs/ 14 | dist/ 15 | downloads/ 16 | eggs/ 17 | .eggs/ 18 | lib/ 19 | lib64/ 20 | parts/ 21 | sdist/ 22 | var/ 23 | *.egg-info/ 24 | .installed.cfg 25 | *.egg 26 | 27 | # PyInstaller 28 | # Usually these files are written by a python script from a template 29 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 30 | *.manifest 31 | *.spec 32 | 33 | # Installer logs 34 | pip-log.txt 35 | pip-delete-this-directory.txt 36 | 37 | # Unit test / coverage reports 38 | htmlcov/ 39 | .tox/ 40 | .coverage 41 | .coverage.* 42 | .cache 43 | nosetests.xml 44 | coverage.xml 45 | *,cover 46 | .hypothesis/ 47 | 48 | # Translations 49 | *.mo 50 | *.pot 51 | 52 | # Django stuff: 53 | *.log 54 | local_settings.py 55 | 56 | # Flask stuff: 57 | instance/ 58 | .webassets-cache 59 | 60 | # Scrapy stuff: 61 | .scrapy 62 | 63 | # Sphinx documentation 64 | docs/_build/ 65 | 66 | # PyBuilder 67 | target/ 68 | 69 | # IPython Notebook 70 | .ipynb_checkpoints 71 | 72 | # pyenv 73 | .python-version 74 | 75 | # celery beat schedule file 76 | celerybeat-schedule 77 | 78 | # dotenv 79 | .env 80 | 81 | # virtualenv 82 | venv/ 83 | ENV/ 84 | 85 | # Spyder project settings 86 | .spyderproject 87 | 88 | # Rope project settings 89 | .ropeproject 90 | -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- 1 | # Makefile for Sphinx documentation 2 | # 3 | 4 | # You can set these variables from the command line. 5 | SPHINXOPTS = 6 | SPHINXBUILD = sphinx-build 7 | PAPER = 8 | BUILDDIR = _build 9 | 10 | # User-friendly check for sphinx-build 11 | ifeq ($(shell which $(SPHINXBUILD) >/dev/null 2>&1; echo $$?), 1) 12 | $(error The '$(SPHINXBUILD)' command was not found. 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The XML files are in %BUILDDIR%/xml. 231 | goto end 232 | ) 233 | 234 | if "%1" == "pseudoxml" ( 235 | %SPHINXBUILD% -b pseudoxml %ALLSPHINXOPTS% %BUILDDIR%/pseudoxml 236 | if errorlevel 1 exit /b 1 237 | echo. 238 | echo.Build finished. The pseudo-XML files are in %BUILDDIR%/pseudoxml. 239 | goto end 240 | ) 241 | 242 | :end 243 | -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | # 3 | # DeepRemix documentation build configuration file, created by 4 | # sphinx-quickstart on Wed Sep 28 09:41:49 2016. 5 | # 6 | # This file is execfile()d with the current directory set to its 7 | # containing dir. 8 | # 9 | # Note that not all possible configuration values are present in this 10 | # autogenerated file. 11 | # 12 | # All configuration values have a default; values that are commented out 13 | # serve to show the default. 14 | 15 | import sys 16 | import os 17 | 18 | # If extensions (or modules to document with autodoc) are in another directory, 19 | # add these directories to sys.path here. If the directory is relative to the 20 | # documentation root, use os.path.abspath to make it absolute, like shown here. 21 | #sys.path.insert(0, os.path.abspath('.')) 22 | 23 | # -- General configuration ------------------------------------------------ 24 | 25 | # If your documentation needs a minimal Sphinx version, state it here. 26 | #needs_sphinx = '1.0' 27 | 28 | # Add any Sphinx extension module names here, as strings. They can be 29 | # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom 30 | # ones. 31 | extensions = [ 32 | 'sphinx.ext.autodoc', 33 | ] 34 | 35 | # Add any paths that contain templates here, relative to this directory. 36 | templates_path = ['_templates'] 37 | 38 | # The suffix of source filenames. 39 | source_suffix = '.rst' 40 | 41 | # The encoding of source files. 42 | #source_encoding = 'utf-8-sig' 43 | 44 | # The master toctree document. 45 | master_doc = 'index' 46 | 47 | # General information about the project. 48 | project = u'DeepRemix' 49 | copyright = u'2016, Charlie You, Alec Hodgkinson, Marcos Banchik, Graigor Pierre-Noel' 50 | 51 | # The version info for the project you're documenting, acts as replacement for 52 | # |version| and |release|, also used in various other places throughout the 53 | # built documents. 54 | # 55 | # The short X.Y version. 56 | version = '1.0' 57 | # The full version, including alpha/beta/rc tags. 58 | release = '1.0' 59 | 60 | # The language for content autogenerated by Sphinx. Refer to documentation 61 | # for a list of supported languages. 62 | #language = None 63 | 64 | # There are two options for replacing |today|: either, you set today to some 65 | # non-false value, then it is used: 66 | #today = '' 67 | # Else, today_fmt is used as the format for a strftime call. 68 | #today_fmt = '%B %d, %Y' 69 | 70 | # List of patterns, relative to source directory, that match files and 71 | # directories to ignore when looking for source files. 72 | exclude_patterns = ['_build'] 73 | 74 | # The reST default role (used for this markup: `text`) to use for all 75 | # documents. 76 | #default_role = None 77 | 78 | # If true, '()' will be appended to :func: etc. cross-reference text. 79 | #add_function_parentheses = True 80 | 81 | # If true, the current module name will be prepended to all description 82 | # unit titles (such as .. function::). 83 | #add_module_names = True 84 | 85 | # If true, sectionauthor and moduleauthor directives will be shown in the 86 | # output. They are ignored by default. 87 | #show_authors = False 88 | 89 | # The name of the Pygments (syntax highlighting) style to use. 90 | pygments_style = 'sphinx' 91 | 92 | # A list of ignored prefixes for module index sorting. 93 | #modindex_common_prefix = [] 94 | 95 | # If true, keep warnings as "system message" paragraphs in the built documents. 96 | #keep_warnings = False 97 | 98 | 99 | # -- Options for HTML output ---------------------------------------------- 100 | 101 | # The theme to use for HTML and HTML Help pages. See the documentation for 102 | # a list of builtin themes. 103 | html_theme = 'default' 104 | 105 | # Theme options are theme-specific and customize the look and feel of a theme 106 | # further. For a list of options available for each theme, see the 107 | # documentation. 108 | #html_theme_options = {} 109 | 110 | # Add any paths that contain custom themes here, relative to this directory. 111 | #html_theme_path = [] 112 | 113 | # The name for this set of Sphinx documents. If None, it defaults to 114 | # " v documentation". 115 | #html_title = None 116 | 117 | # A shorter title for the navigation bar. Default is the same as html_title. 118 | #html_short_title = None 119 | 120 | # The name of an image file (relative to this directory) to place at the top 121 | # of the sidebar. 122 | #html_logo = None 123 | 124 | # The name of an image file (within the static path) to use as favicon of the 125 | # docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 126 | # pixels large. 127 | #html_favicon = None 128 | 129 | # Add any paths that contain custom static files (such as style sheets) here, 130 | # relative to this directory. They are copied after the builtin static files, 131 | # so a file named "default.css" will overwrite the builtin "default.css". 132 | html_static_path = ['_static'] 133 | 134 | # Add any extra paths that contain custom files (such as robots.txt or 135 | # .htaccess) here, relative to this directory. These files are copied 136 | # directly to the root of the documentation. 137 | #html_extra_path = [] 138 | 139 | # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, 140 | # using the given strftime format. 141 | #html_last_updated_fmt = '%b %d, %Y' 142 | 143 | # If true, SmartyPants will be used to convert quotes and dashes to 144 | # typographically correct entities. 145 | #html_use_smartypants = True 146 | 147 | # Custom sidebar templates, maps document names to template names. 148 | #html_sidebars = {} 149 | 150 | # Additional templates that should be rendered to pages, maps page names to 151 | # template names. 152 | #html_additional_pages = {} 153 | 154 | # If false, no module index is generated. 155 | #html_domain_indices = True 156 | 157 | # If false, no index is generated. 158 | #html_use_index = True 159 | 160 | # If true, the index is split into individual pages for each letter. 161 | #html_split_index = False 162 | 163 | # If true, links to the reST sources are added to the pages. 164 | #html_show_sourcelink = True 165 | 166 | # If true, "Created using Sphinx" is shown in the HTML footer. Default is True. 167 | #html_show_sphinx = True 168 | 169 | # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True. 170 | #html_show_copyright = True 171 | 172 | # If true, an OpenSearch description file will be output, and all pages will 173 | # contain a tag referring to it. The value of this option must be the 174 | # base URL from which the finished HTML is served. 175 | #html_use_opensearch = '' 176 | 177 | # This is the file name suffix for HTML files (e.g. ".xhtml"). 178 | #html_file_suffix = None 179 | 180 | # Output file base name for HTML help builder. 181 | htmlhelp_basename = 'DeepRemixdoc' 182 | 183 | 184 | # -- Options for LaTeX output --------------------------------------------- 185 | 186 | latex_elements = { 187 | # The paper size ('letterpaper' or 'a4paper'). 188 | #'papersize': 'letterpaper', 189 | 190 | # The font size ('10pt', '11pt' or '12pt'). 191 | #'pointsize': '10pt', 192 | 193 | # Additional stuff for the LaTeX preamble. 194 | #'preamble': '', 195 | } 196 | 197 | # Grouping the document tree into LaTeX files. List of tuples 198 | # (source start file, target name, title, 199 | # author, documentclass [howto, manual, or own class]). 200 | latex_documents = [ 201 | ('index', 'DeepRemix.tex', u'DeepRemix Documentation', 202 | u'Charlie You, Alec Hodgkinson, Marcos Banchik, Graigor Pierre-Noel', 'manual'), 203 | ] 204 | 205 | # The name of an image file (relative to this directory) to place at the top of 206 | # the title page. 207 | #latex_logo = None 208 | 209 | # For "manual" documents, if this is true, then toplevel headings are parts, 210 | # not chapters. 211 | #latex_use_parts = False 212 | 213 | # If true, show page references after internal links. 214 | #latex_show_pagerefs = False 215 | 216 | # If true, show URL addresses after external links. 217 | #latex_show_urls = False 218 | 219 | # Documents to append as an appendix to all manuals. 220 | #latex_appendices = [] 221 | 222 | # If false, no module index is generated. 223 | #latex_domain_indices = True 224 | 225 | 226 | # -- Options for manual page output --------------------------------------- 227 | 228 | # One entry per manual page. List of tuples 229 | # (source start file, name, description, authors, manual section). 230 | man_pages = [ 231 | ('index', 'deepremix', u'DeepRemix Documentation', 232 | [u'Charlie You, Alec Hodgkinson, Marcos Banchik, Graigor Pierre-Noel'], 1) 233 | ] 234 | 235 | # If true, show URL addresses after external links. 236 | #man_show_urls = False 237 | 238 | 239 | # -- Options for Texinfo output ------------------------------------------- 240 | 241 | # Grouping the document tree into Texinfo files. List of tuples 242 | # (source start file, target name, title, author, 243 | # dir menu entry, description, category) 244 | texinfo_documents = [ 245 | ('index', 'DeepRemix', u'DeepRemix Documentation', 246 | u'Charlie You, Alec Hodgkinson, Marcos Banchik, Graigor Pierre-Noel', 'DeepRemix', 'One line description of project.', 247 | 'Miscellaneous'), 248 | ] 249 | 250 | # Documents to append as an appendix to all manuals. 251 | #texinfo_appendices = [] 252 | 253 | # If false, no module index is generated. 254 | #texinfo_domain_indices = True 255 | 256 | # How to display URL addresses: 'footnote', 'no', or 'inline'. 257 | #texinfo_show_urls = 'footnote' 258 | 259 | # If true, do not generate a @detailmenu in the "Top" node's menu. 260 | #texinfo_no_detailmenu = False 261 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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