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https://github.com/aqibsaeed/urban-sound-classification
Urban sound classification using Deep Learning
https://github.com/aqibsaeed/urban-sound-classification
audio-classification deep-learning neural-network urban-sound-classification
Last synced: 2 days ago
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Urban sound classification using Deep Learning
- Host: GitHub
- URL: https://github.com/aqibsaeed/urban-sound-classification
- Owner: aqibsaeed
- License: apache-2.0
- Created: 2016-09-03T14:35:24.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2022-09-12T12:11:30.000Z (over 2 years ago)
- Last Synced: 2024-12-14T09:07:32.976Z (9 days ago)
- Topics: audio-classification, deep-learning, neural-network, urban-sound-classification
- Language: Jupyter Notebook
- Size: 9.97 MB
- Stars: 512
- Watchers: 32
- Forks: 244
- Open Issues: 2
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Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
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README
## Urban Sound Classification
#### Notebooks
#### Tools
Python 3.5 (or above) is used during development and following libraries are required to run the code provided in the notebook:
* Tensorflow 2.x
* Numpy
* Matplotlib
* Librosa
#### Dataset
The UrbanSound8k dataset used for model training, can be downloaded from the following [link](https://serv.cusp.nyu.edu/projects/urbansounddataset/urbansound8k.html).
Another related dataset that can be used is Google's [AudioSet](https://research.google.com/audioset/).