Livestock Cough Audio Dataset for Parameter-Efficient Tuning

The calf dataset supports research on boosting cough recognition of livestock animals in farming environments through parameter-efficient tuning of multimodal audio pre-trained models. It is a 126.9 MB dataset authored by Juncheng Ma and last updated on April 10, 2026. The dataset is available under a CC-BY-4.0 license.

Use Cases

• Training cough detection models for calves based on audio recordings.
• Evaluating parameter-efficient tuning methods for audio pre-trained models.
• Benchmarking multimodal audio models in noisy farming environments.
• Developing automated livestock health monitoring systems.
• Researching animal vocalization patterns for disease detection.

Strengths

• Dataset size is 126.9 MB, indicating a substantial collection of audio files.
• License is CC-BY-4.0, allowing for open use and redistribution.
• Last updated date is April 10, 2026, suggesting recent maintenance.

Limitations

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

Provenance

Source

Juncheng Ma

Freshness

Last updated 2026-04-10 07:35:59; freshness should be verified.