Audio Datasets for Scene and Event Analysis from Survey Paper

A collection of text files and scripts for datasets analyzed in a survey paper on audio scenes and events. The repository includes a bash script to download the original audio data and a Python file for importing the datasets. The dataset was last updated on 2024-12-19 by the author 'gijs' on Hugging Face.

Use Cases

• Benchmarking audio classification models based on datasets from a survey paper.
• Reproducing analysis from the cited survey paper on audio datasets.
• Developing data loading utilities for multiple audio datasets using the provided Python script.

Strengths

• Includes a Python file for easy importing of each dataset.
• Provides a bash script to download the original audio data for each referenced dataset.
• Repository was updated on 2024-12-19.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and file formats are unknown, which may limit suitability assessment.

Provenance

Source

Hugging Face, author 'gijs'.

Collection Method

Collection of text files and scripts from datasets analyzed in an academic survey paper.

Freshness

Last updated 2024-12-19 10:13:53.