Data · dataset · 2025
MUSDB18 Active Stems - CS229 Project
Listed in Hugging Face Datasets
MUSDB18 Active Stems Dataset - CS229
Description
Project
This dataset contains active stem segments extracted from the MUSDB18 dataset for the Stanford CS229 Machine Learning course project on audio source separation. Dataset Description This is a processed version of the MUSDB18 dataset containing only the active segments of each stem (drums, bass, vocals, accompaniment, and mixture), designed to improve training efficiency for music source separation models. Key… See the full description on the dataset page: huggingface.co/datasets/cs229-audio-ml-project/musdb18-processed.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/cs229-audio-ml-project/musdb18-processed ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/cs229-audio-ml-project/musdb18-processed ↗
metadata API · from Hugging Face
Topics
- Stated by source
- audio · audio classification · audio to audio
- From keywords
- Audio · Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | cs229-audio-ml-project/musdb18-processed | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:audio | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:audio | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['audio'] |
| concepts[task].hf_task:audio-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:audio-to-audio | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |