Audio Examples For Machine Learning

A collection of audio examples for machine learning, curated by nateraw and hosted on Hugging Face. It was last updated in July 2022. The dataset is categorized as containing fewer than 1,000 samples.

Use Cases

• Train an audio classifier using the provided audio files and their associated labels.
• Benchmark speech recognition models on the audio data.
• Extract acoustic features from the audio files for signal processing analysis.

Strengths

• Contains audio data, a less common modality for public datasets.
• Hosted on Hugging Face, enabling easy integration with common ML libraries.

Limitations

• Small sample size with fewer than 1,000 examples, limiting model training potential.
• No column or metadata details are provided, obscuring the specific features and labels available.

Provenance

Source

Hugging Face, uploaded by user nateraw.

Freshness

Last updated in July 2022.

Geography

Region is tagged as US.