SurfPerch
Acoustics processing
Embeddings / representation learning, Call Identification
Model API
SurfPerch is a Perch-derived embedding model adapted for coral reef soundscapes to support efficient transfer learning for reef bioacoustics.
| Model metadata | Value |
|---|---|
| Tool Type | Model API |
| Broad Task | Acoustics processing |
| Specific Task | Embeddings / representation learning, Call Identification |
| Model type | Embedding model / transfer learning |
| Description | SurfPerch is a Perch-derived embedding model adapted for coral reef soundscapes to support efficient transfer learning for reef bioacoustics. |
| Task Specific | Yes (reef bioacoustics) |
| Ecology Specific | Yes |
| Language(s) | Python, TensorFlow |
| Last Edited Time | 6/4/24 |
| Related Publication(s) | |
| Dependencies | tensorflow, numpy |
| Tool URL (Github etc.) | https://www.kaggle.com/models/google/surfperch |
| Last Update (time ago) | Last updated within 2 years |
| License | |
| Contact Name | |
| Contact Email | |
| Contact Responsiveness | |
| HuggingFace URL | |
| Reproducibility Method |