Orcasound - bioacoustic data for marine conservation

Stream data with DDA:

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/orcasound-dataset")

fs.listdir("s3://streaming-orcasound-net")

Description:

Live-streamed and archived audio data (~2018-present) from underwater microphones (hydrophones) containing marine biological signals as well as ambient ocean noise. Hydrophone placement and passive acoustic monitoring effort prioritizes detection of orca sounds (calls, clicks, whistles) and potentially harmful noise. Geographic focus is on the US/Canada critical habitat of Southern Resident killer whales (northern CA to central BC) with initial focus on inland waters of WA. In addition to the raw lossy or lossless compressed data, we provide a growing archive of annotated bioacoustic bouts.

Contact:

Live-streamed and archived audio data (~2018-present) from underwater microphones (hydrophones) containing marine biological signals as well as ambient ocean noise. Hydrophone placement and passive acoustic monitoring effort prioritizes detection of orca sounds (calls, clicks, whistles) and potentially harmful noise. Geographic focus is on the US/Canada critical habitat of Southern Resident killer whales (northern CA to central BC) with initial focus on inland waters of WA. In addition to the raw lossy or lossless compressed data, we provide a growing archive of annotated bioacoustic bouts.

Update Frequency:

Typical latency is 10-120 seconds

Managed By:

Orcasound

Collabs:

• ASDI:
  • Tags: biodiversity

Resources:

1. resource:

   • Description: Live-streamed orca audio data (HLS)
   • ARN: arn:aws:s3:::streaming-orcasound-net
   • Region: us-west-2
   • Type: S3 Bucket

2. resource:

   • Description: Archived lossless orca audio data (FLAC)
   • ARN: arn:aws:s3:::archive-orcasound-net
   • Region: us-west-2
   • Type: S3 Bucket

3. resource:

   • Description: Labeled audio data for ML model development
   • ARN: arn:aws:s3:::acoustic-sandbox
   • Region: us-west-2
   • Type: S3 Bucket

Tags:

biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing

Tools & Applications:

1. tools & applications:
   • Title: Github for our open source projects
   • URL: https://www.github.com/orcasound
   • AuthorName: Orcasound open source community
   • AuthorURL: https://www.orcasound.net/support/#hack