Pacific Sound AWS Open Data Registry Examples¶
Examples on how to access and process acoustic data from the pacific-sound free data archive.
Data in these examples is being graciously hosted for free and open access by the Amazon Registry of Open Data, and includes raw data, derived data products, and analysis tools. These resources are intended for applications in ocean soundscape research, education, and the arts. Audio recordings in this valuable archive would not be possible without the continued generous support from the David and Lucille Packard foundation, including the ongoing support to keep the MARS Cabled Observatory online.
For more information about how the soundscape project, please see the project page.
Data Access Notebooks¶
- 2kHz Data ✨ Recommended first step to learn more about the low-frequency data
- 16kHz Data ✨ Recommended first step to learn more about the low-mid-frequency data
- 256kHz Data ✨ Recommended first step to learn more about the raw 10-minute data
Research and Machine Learning Notebooks¶
- Blue Whales
- Humpback Whales
- Humpback whale song detection 🐳 Detect humpback song with a neural network model
- Shipping Noise
The notebooks can be directly downloaded by clicking the download link on the top-right of any page. Also see the installation guide for other ways to install and use these notebooks
These notebooks are under in development and subject to change at any time. Check back in frequently for updates.