LP-MusicCaps, Music Negation/Temporal Ordering, and WavCaps datasets were re-organized into instruction form by seungheondoh. The dataset was last updated on August 16, 2023. It likely contains pseudo-captions for music and audio content generated using ChatGPT.
Use Cases
- Training models for music caption generation based on pseudo-captions.
- Developing systems for audio understanding tasks based on instruction-formatted data.
- Instruction-tuning models for tasks like music negation or temporal ordering.
- Benchmarking multimodal models on synthetic music and audio descriptions.
Strengths
- Dataset leverages multiple established sources: LP-MusicCaps, Music Negation/Temporal Ordering, and WavCaps.
- Data is structured in an instruction format, which is suitable for modern AI training paradigms.
- Last update timestamp is explicitly provided: 2023-08-16 03:29:49.
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 is unknown, which may limit suitability assessment.
Provenance
- Source
- seungheondoh
- Collection Method
- Pseudo-captions from LP-MusicCaps, Music Negation/Temporal Ordering, and WavCaps datasets were re-organized into instruction form.
- Freshness
- Last updated 2023-08-16 03:29:49.