https://github.com/russelljjarvis/forestogram
https://github.com/russelljjarvis/forestogram
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/russelljjarvis/forestogram
- Owner: russelljjarvis
- Created: 2022-06-02T01:33:47.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-07-01T23:39:00.000Z (almost 3 years ago)
- Last Synced: 2025-01-10T03:18:40.699Z (5 months ago)
- Language: Jupyter Notebook
- Size: 51.3 MB
- Stars: 0
- Watchers: 4
- Forks: 2
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Sonic Forest
ForestOGram intends to be code for animal identification and sound source classification in the Mauritius and Réunion forest. ForestOGram also intends to supply methods for building a fauna vocalisation dataset pertaining to the forests of the Mauritius and Réunion island regions.
## Getting Started
```
git clone https://github.com/russelljjarvis/ForestOGram
cd ForestOGram
sudo $(which pip) install -e .
cd ..
```
Or
```
git clone https://github.com/russelljjarvis/ForestOGram
cd ForestOGram
sudo $(which python) setup.py install
cd ..
```
# Data Descriptors:
10 native birds, possibly 2 bats. 3 alien birds.
2 bats: a fruit bat and an insect hunting bat.
Main endemics/natives:
1. [Pink Pigeon](https://xeno-canto.org/species/Nesoenas-mayeri) - _Nesoenas mayeri_
2. [Mauritius Bulbul](https://xeno-canto.org/species/Hypsipetes-olivaceus) - _Hypsipetes olivaceus_
3. [Echo Parakeet](https://xeno-canto.org/species/Psittacula-eques) - _Psittacula eques_
4. [Cuckoo Shrike](https://xeno-canto.org/species/Lalage-typica) - _Lalage typica_
5. [Mauritius Kestrel](https://xeno-canto.org/species/Falco-punctatus) - _Falco punctatus_
6. [Mascarene paradise flycatcher](https://xeno-canto.org/species/Terpsiphone-bourbonnensis) - _Terpsinophone Bourbonensis_
7. [Reunion Grey White-eye](https://xeno-canto.org/species/Zosterops-borbonicus) - _Zosterops borbonicus_
Occasional endemics/natives:
8. [White-tailed Tropicbird](https://xeno-canto.org/species/Phaethon-lepturus) - _Phaeton lepturis_
9. [Mascarene Swiftlet](https://xeno-canto.org/species/Aerodramus-francicus) - _Aerodramus francicus_
10. [White-throated needletail](https://xeno-canto.org/species/Hirundapus-caudacutus) - _Hirundapus caudacutus_
Bats (where to get audio?)
1. [Mauritian flying fox](https://en.wikipedia.org/wiki/Mauritian_flying_fox) - _Pteropus niger_
2. [Mauritian tomb bat](https://en.wikipedia.org/wiki/Mauritian_tomb_bat) - _Taphozous mauritianus_
Alien:
1. [Red-whiskered bulbul](https://xeno-canto.org/explore?query=Pycnonotus%20jocosus) - Pycnonotus jocosus
2. [Rose-ringed Parakeet](https://xeno-canto.org/species/Psittacula-krameri) - _Psittacula krameri_
3. [Malagasy turtle dove](https://xeno-canto.org/species/Nesoenas-picturatus) - _Nesoenas picturatus_
| Training data | Testing/Validation Data | Prediction data |
| ----------- | ----------- | ----------- |
| isolated segments high quality | arbitrary length/quality? segmented/unsegmented? | Deliberately mixed faint sources, noise, foresets sounds poor quality |
| can be safely automated? | need data cuts to be verified by experts? | need results to be verified by experts? |
| N>=(500, inf) | N can be ? | N can be ? |
| Must contain a labelled target | May not contain any target species | May not contain any target species |