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| # Models for AudioSet: A Large Scale Dataset of Audio Events | |
| This repository provides models and supporting code associated with | |
| [AudioSet](http://g.co/audioset), a dataset of over 2 million human-labeled | |
| 10-second YouTube video soundtracks, with labels taken from an ontology of | |
| more than 600 audio event classes. | |
| AudioSet was | |
| [released](https://research.googleblog.com/2017/03/announcing-audioset-dataset-for-audio.html) | |
| in March 2017 by Google's Sound Understanding team to provide a common | |
| large-scale evaluation task for audio event detection as well as a starting | |
| point for a comprehensive vocabulary of sound events. | |
| For more details about AudioSet and the various models we have trained, please | |
| visit the [AudioSet website](http://g.co/audioset) and read our papers: | |
| * Gemmeke, J. et. al., | |
| [AudioSet: An ontology and human-labelled dataset for audio events](https://research.google.com/pubs/pub45857.html), | |
| ICASSP 2017 | |
| * Hershey, S. et. al., | |
| [CNN Architectures for Large-Scale Audio Classification](https://research.google.com/pubs/pub45611.html), | |
| ICASSP 2017 | |
| If you use any of our pre-trained models in your published research, we ask that | |
| you cite [CNN Architectures for Large-Scale Audio Classification](https://research.google.com/pubs/pub45611.html). | |
| If you use the AudioSet dataset or the released embeddings of AudioSet segments, | |
| please cite | |
| [AudioSet: An ontology and human-labelled dataset for audio events](https://research.google.com/pubs/pub45857.html). | |
| ## Contact | |
| For general questions about AudioSet and these models, please use the | |
| [[email protected]](https://groups.google.com/forum/#!forum/audioset-users) | |
| mailing list. | |
| For technical problems with the released model and code, please open an issue on | |
| the [tensorflow/models issue tracker](https://github.com/tensorflow/models/issues) | |
| and __*assign to @plakal and @dpwe*__. Please note that because the issue tracker | |
| is shared across all models released by Google, we won't be notified about an | |
| issue unless you explicitly @-mention us (@plakal and @dpwe) or assign the issue | |
| to us. | |
| ## Credits | |
| Original authors and reviewers of the code in this package include (in | |
| alphabetical order): | |
| * DAn Ellis | |
| * Shawn Hershey | |
| * Aren Jansen | |
| * Manoj Plakal | |