| --- |
| license: cc-by-nc-sa-4.0 |
| language: |
| - en |
| pretty_name: STEMMA-Instruct |
| size_categories: |
| - 100K<n<1M |
| task_categories: |
| - audio-text-to-text |
| - question-answering |
| tags: |
| - music |
| - multi-audio |
| - music-qa |
| configs: |
| - config_name: main |
| data_files: data/main.jsonl |
| default: true |
| - config_name: relation_only |
| data_files: data/relation_only.jsonl |
| - config_name: coreference_only |
| data_files: data/coreference_only.jsonl |
| dataset_info: |
| features: |
| - name: id |
| dtype: string |
| - name: task |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answer |
| dtype: string |
| - name: audios |
| sequence: string |
| --- |
| |
| # STEMMA-Instruct |
|
|
| <p align="center"> |
| <a href="https://arxiv.org/abs/2610.11884">📄 Paper</a> | |
| <a href="https://github.com/hoyso48/STEMMA">💻 Code</a> | |
| <a href="https://huggingface.co/datasets/hoyso48/STEMMA-Bench">🤗 STEMMA-Bench</a> | |
| <a href="https://huggingface.co/hoyso48/STEMMA-MF2601">🤗 STEMMA-MF2601</a> | |
| <a href="https://huggingface.co/hoyso48/STEMMA-MOSS-Music">🤗 STEMMA-MOSS-Music</a> |
| </p> |
|
|
| Multi-audio music instruction data from *STEMMA: Song-to-Stem Multi-Audio Reasoning for Large Audio Language Models*, |
| built from JamendoMaxCaps and the commercially reusable subset of FMA. The in-house dataset used in the paper is not |
| included. |
|
|
| | | | |
| |---|---| |
| | Instances (`main`) | 162,832 = Relation MultiQA 81,416 + Coreference 81,416 | |
| | Songs | JamendoMaxCaps 69,297 · FMA 12,119 | |
| | Audio inputs per instance | 2–5 (songs, sections, or section stems) | |
|
|
| ## Format |
|
|
| | Field | Description | |
| |---|---| |
| | `id` | instance ID | |
| | `task` | `<relation>_<format>` (29 relation tasks) or `coreference` | |
| | `question` | prompt with one `<audio>` per entry of `audios` | |
| | `answer` | target | |
| | `audios` | audio IDs | |
|
|
| Configs: `main`, `relation_only`, `coreference_only`. Relation MultiQA formats are yes/no, short answer, and |
| four-candidate multiple choice; Coreference describes 2–4 songs under separate labels. |
|
|
| ## Audio |
|
|
| Audio is not included. Audio IDs map to the original tracks (Jamendo / FMA track IDs): |
| `<corpus>/masters/<track>/<track>-NNN-<section>` (section), `<corpus>/blocks/<track>/<section>/...-<role>` (SCNet stem), |
| `<corpus>/masters/<track>` (full song). Section boundaries are in `metadata/<corpus>.duckdb`, which also holds track, |
| clip, and tag metadata; `captions/` holds the full-song captions used by Coreference. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{sohn2026stemma, |
| title = {{STEMMA}: Song-to-Stem Multi-Audio Reasoning for Large Audio Language Models}, |
| author = {Sohn, Hoyeol and Kim, Wonil and Kim, Keunhyoung and Kum, Sangeun and Kim, Taehyoung and Moon, Dongjoo and Charoenchob, Theerasak and Weerapang, Teeratep and Lee, Jongpil and Nam, Juhan}, |
| year = {2026}, |
| eprint = {2610.11884}, |
| archivePrefix = {arXiv}, |
| primaryClass = {cs.SD}, |
| url = {https://arxiv.org/abs/2610.11884} |
| } |
| ``` |
|
|
| ## License |
|
|
| CC BY-NC-SA 4.0. The original audio and metadata remain subject to the JamendoMaxCaps and FMA terms. |
|
|
