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Create fruitbat-vocalizations-context-ontogenesis.yaml #2615

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62 changes: 62 additions & 0 deletions datasets/fruitbat-vocalizations-context-ontogenesis.yaml
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Name: Fruit-bat vocalizations annotated with varying context and vocal ontogenesis
Description: "Database of Egyptian fruit bat vocalizations, continuously recorded in lab settings\
\ in several groups simultaneously for more than a year.\
\ The dataset includes almost 300,000 social vocalizations, a few seconds each,\
\ representing the complete vocal repertoire used by the bats in the experiment period.\
\ Around 90,000 vocalizations are annotated with the identity of the individuals involved in the vocal interactions, their behaviours and the context.\
\ Data include the complete vocal ontogeny of pups, from birth to adulthood, in different conditions (e.g., isolated or in a group).\
\ The original dataset is available in archives published in:\
\ Prat, Yosef; Taub, Mor; Pratt, Ester; Yovel, Yossi (2017). An annotated dataset of Egyptian fruit bat vocalizations across varying contexts and during vocal ontogeny. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.3666502.v2\
\ The dataset is here copied and extended with data pre-processing derivatives, to facilitate research involving AI on large bioacoustics datasets"
"
Documentation: https://github.com/gg4u/FruitBat-vocalizations-open-data/tree/main
Contact: [email protected]
ManagedBy: "[email protected]"
UpdateFrequency: No update planned on the raw data. Occasional update for data enhancements and derivative products (e.g. segmented vocalizations)
Tags:
- animal communication
- bioacoustics
- animal decision making
- ethology
License: Creative Commons Attribution 4.0 International License (CC BY 4.0)
Resources:
- Description: NEXRAD Level II archive data
ARN: arn:aws:s3:::noaa-nexrad-level2
Region: us-east-1
Type: S3 Bucket
Explore:
- '[Browse Bucket](https://noaa-nexrad-level2.s3.amazonaws.com/index.html)'
- Description: NEXRAD Level II real-time data
ARN: arn:aws:s3:::unidata-nexrad-level2-chunks
Region: us-east-1
Type: S3 Bucket
- Description: "[Rich notifications](https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad#subscribing-to-nexrad-data-notifications) for real-time data with filterable fields"
ARN: arn:aws:sns:us-east-1:684042711724:NewNEXRADLevel2ObjectFilterable
Region: us-east-1
Type: SNS Topic
- Description: Notifications for archival data
ARN: arn:aws:sns:us-east-1:811054952067:NewNEXRADLevel2Archive
Region: us-east-1
Type: SNS Topic
DataAtWork:
Tutorials:
- Title: Basic Tutorial for consuming this dataset from AWS
URL: https://github.com/gg4u/FruitBat-vocalizations-open-data/blob/main/Tutorial.md
AuthorName: Luigi Assom
AuthorURL: https://github.com/gg4u
- Title: Animal Vocalization Generative Network (AVGN) (Jupyter notebooks employing also this dataset)
URL: https://github.com/timsainb/AVGN
AuthorName: Ryan May
AuthorURL: https://github.com/timsainb/
Tools & Applications:
- Title: Unsupervised machine learning to quantify the vocal repertoire of fruitbats, determine type of syntax and identify behavioral dependent patterns
URL: https://github.com/gg4u/decodingNonHumanCommunication
AuthorName: Luigi Assom
AuthorURL: https://github.com/gg4u/
Publications:
- Title: An annotated dataset of Egyptian fruit bat vocalizations across varying contexts and during vocal ontogeny
URL: https://www.nature.com/articles/sdata2017143
AuthorName: Prat, Yosef; Taub, Mor; Pratt, Ester; Yovel, Yossi
- Title: Decoding communication of non-human species - Unsupervised machine learning to infer syntactical and temporal patterns in fruit-bats vocalizations
URL: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-223664
AuthorName: Luigi Assom