Audioset Soundscape Features for Ecological Analysis

Data associated with the GitHub repository for reproducing analysis and figures from Sethi et al. (in prep.). The dataset is authored by Sarab S. Sethi of Imperial College London and was released in November 2019. It is provided under an Open Access license.

Use Cases

• Reproduce soundscape analysis based on features mentioned in the associated paper.
• Benchmark audio feature extraction methods for ecological monitoring.
• Train or validate machine learning models for environmental sound classification.

Strengths

• Associated with a specific, named academic research project from Imperial College London.
• Intended for direct reproduction of analysis and figures from the associated paper.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

Sarab S. Sethi, Imperial College London

Collection Method

Likely derived from AudioSet, a large-scale collection of audio events.