FrogSoundRecognition

tags: audio analysis, machine learning, amphibian communication

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'FrogSoundRecognition' dataset is designed for the purpose of training machine learning models to recognize and classify various frog calls. It includes audio recordings of different frog species along with labels identifying the species and recording location. The dataset is useful for bioacoustics research, ecological studies, and monitoring of amphibian populations. The recordings are from different environments to account for variability in frog calls.

CSV Content Preview:

"filename","audio_url","species","location","timestamp","recording_quality","label"

"001_gopher_frog.wav","https://example.com/audio/001.wav","Gopher Frog","North Carolina","2023-01-15T08:00:00Z","High","Gopher_Frog"

"002_American_bullfrog.wav","https://example.com/audio/002.wav","American Bullfrog","Texas","2023-01-16T17:30:00Z","Medium","American_Bullfrog"

"003_Eastern_red_back.wav","https://example.com/audio/003.wav","Eastern Red-backed Salamander","California","2023-01-17T22:45:00Z","Low","Eastern_Red_Backed"

"004_Green_frog.wav","https://example.com/audio/004.wav","Green Frog","Florida","2023-01-18T09:15:00Z","High","Green_Frog"

"005_Spring_peeper.wav","https://example.com/audio/005.wav","Spring Peeper","Virginia","2023-01-19T10:00:00Z","Medium","Spring_Peeper"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'frogs':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=frogs&dataset=FrogSoundRecognition&tags=audio+analysis,+machine+learning,+amphibian+communication
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub