├── assets └── model.jpg ├── LICENSE ├── .gitignore └── README.md /assets/model.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/QosmoInc/ImaginarySoundscapeDemo/HEAD/assets/model.jpg -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2018 Yuma Kajihara 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /.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 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | *.egg-info/ 24 | .installed.cfg 25 | *.egg 26 | MANIFEST 27 | 28 | # PyInstaller 29 | # Usually these files are written by a python script from a template 30 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 31 | *.manifest 32 | *.spec 33 | 34 | # Installer logs 35 | pip-log.txt 36 | pip-delete-this-directory.txt 37 | 38 | # Unit test / coverage reports 39 | htmlcov/ 40 | .tox/ 41 | .coverage 42 | .coverage.* 43 | .cache 44 | nosetests.xml 45 | coverage.xml 46 | *.cover 47 | .hypothesis/ 48 | .pytest_cache/ 49 | 50 | # Translations 51 | *.mo 52 | *.pot 53 | 54 | # Django stuff: 55 | *.log 56 | local_settings.py 57 | db.sqlite3 58 | 59 | # Flask stuff: 60 | instance/ 61 | .webassets-cache 62 | 63 | # Scrapy stuff: 64 | .scrapy 65 | 66 | # Sphinx documentation 67 | docs/_build/ 68 | 69 | # PyBuilder 70 | target/ 71 | 72 | # Jupyter Notebook 73 | .ipynb_checkpoints 74 | 75 | # pyenv 76 | .python-version 77 | 78 | # celery beat schedule file 79 | celerybeat-schedule 80 | 81 | # SageMath parsed files 82 | *.sage.py 83 | 84 | # Environments 85 | .env 86 | .venv 87 | env/ 88 | venv/ 89 | ENV/ 90 | env.bak/ 91 | venv.bak/ 92 | 93 | # Spyder project settings 94 | .spyderproject 95 | .spyproject 96 | 97 | # Rope project settings 98 | .ropeproject 99 | 100 | # mkdocs documentation 101 | /site 102 | 103 | # mypy 104 | .mypy_cache/ 105 | 106 | # extension 107 | data/ 108 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Imaginary Soundscape Demo 2 | 3 | ## Overview 4 | - This is a demo repository of "[Imaginary Soundscape](http://imaginarysoundscape2.qosmo.jp/)" project by [Qosmo, Inc.](http://qosmo.jp/). 5 | - On [the project website](http://imaginarysoundscape2.qosmo.jp), you can add AI-generated soundscape to any images you upload or specify. You can try the same process with this repository. 6 | - Our model is based on [SoundNet](http://soundnet.csail.mit.edu/), proposed in 2016. 7 | - Our code is written in Python3 using keras and librosa. 8 | 9 | ## How to use 10 | 1. Please download [this zipped data file](https://github.com/Kajiyu/ImaginarySoundscapeDemo/releases/download/v1.0.0/data.zip) and unzip it into the same directory as `playground.ipynb`. 11 | 2. Open `playground.ipynb` with Jupyter notebook. 12 | 13 | ## References 14 | - [Imaginary Soundscape website](http://imaginarysoundscape2.qosmo.jp/) 15 | - [Original demo of Imaginary Soundscape](http://imaginarysoundscape.qosmo.jp/) 16 | - [Short paper at NIPS2017 Workshop](https://nips2017creativity.github.io/doc/Imaginary_Soundscape.pdf) 17 | "Imaginary Soundscape: Cross-Modal Approach to Generate Pseudo Sound Environments" 18 | Yuma Kajihara, Shoya Dozono, Nao Tokui 19 | - [Imaginary Soundscape — Take a walk in soundscapes “imagined” by AI](https://medium.com/@naotokui/imaginary-soundscape-take-a-walk-in-soundscapes-imagined-by-ai-f8b99f82eefb) - A post on medium.com 20 | 21 | ## Model 22 | ![assets/model.jpg](assets/model.jpg) 23 | 24 | ## Prerequisites 25 | - Python 3 (>= 3.6) 26 | - Jupyter Notebook 27 | - keras (2.x) 28 | - librosa 29 | - scipy 30 | - Linux or MacOSX 31 | 32 | ## Credits 33 | - Concept/Machine Learning: Nao Tokui @naotokui 34 | - Machine Learning: Yuma Kajihara @kajiyu 35 | - UI Design/Programming: Shoya Dozono and Robin Jungers @robinjungers 36 | --------------------------------------------------------------------------------