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Datasets:
leeyujun
/
Beyond-Binary-Instrument-QA

Tasks:
Audio Classification
Modalities:
Audio
Tabular
Text
Formats:
json
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
audio
music
question-answering
instrument-recognition
openmic-2018
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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  1. LICENSE +9 -0
  2. README.md +110 -1
  3. SHA256SUMS +117 -0
  4. binary_presence/binary_presence_audio.tar.gz +3 -0
  5. binary_presence/metadata.jsonl +0 -0
  6. binary_presence/preview/audio/binary_000032.ogg +3 -0
  7. binary_presence/preview/audio/binary_001080.ogg +3 -0
  8. binary_presence/preview/audio/binary_001272.ogg +3 -0
  9. binary_presence/preview/audio/binary_001375.ogg +3 -0
  10. binary_presence/preview/audio/binary_001916.ogg +3 -0
  11. binary_presence/preview/audio/binary_002564.ogg +3 -0
  12. binary_presence/preview/audio/binary_004130.ogg +3 -0
  13. binary_presence/preview/audio/binary_004901.ogg +3 -0
  14. binary_presence/preview/audio/binary_005173.ogg +3 -0
  15. binary_presence/preview/audio/binary_005722.ogg +3 -0
  16. binary_presence/preview/audio/binary_006335.ogg +3 -0
  17. binary_presence/preview/audio/binary_006343.ogg +3 -0
  18. binary_presence/preview/audio/binary_006434.ogg +3 -0
  19. binary_presence/preview/audio/binary_006757.ogg +3 -0
  20. binary_presence/preview/audio/binary_007555.ogg +3 -0
  21. binary_presence/preview/audio/binary_007793.ogg +3 -0
  22. binary_presence/preview/audio/binary_008119.ogg +3 -0
  23. binary_presence/preview/audio/binary_008444.ogg +3 -0
  24. binary_presence/preview/audio/binary_008690.ogg +3 -0
  25. binary_presence/preview/audio/binary_008967.ogg +3 -0
  26. binary_presence/preview/metadata.jsonl +20 -0
  27. instrument_discrimination/instrument_discrimination_audio.tar.gz +3 -0
  28. instrument_discrimination/metadata.jsonl +0 -0
  29. instrument_discrimination/preview/audio/discrimination_000196.ogg +3 -0
  30. instrument_discrimination/preview/audio/discrimination_000208.ogg +3 -0
  31. instrument_discrimination/preview/audio/discrimination_000367.ogg +3 -0
  32. instrument_discrimination/preview/audio/discrimination_000404.ogg +3 -0
  33. instrument_discrimination/preview/audio/discrimination_000450.ogg +3 -0
  34. instrument_discrimination/preview/audio/discrimination_000464.ogg +3 -0
  35. instrument_discrimination/preview/audio/discrimination_000474.ogg +3 -0
  36. instrument_discrimination/preview/audio/discrimination_000527.ogg +3 -0
  37. instrument_discrimination/preview/audio/discrimination_000554.ogg +3 -0
  38. instrument_discrimination/preview/audio/discrimination_000581.ogg +3 -0
  39. instrument_discrimination/preview/audio/discrimination_000612.ogg +3 -0
  40. instrument_discrimination/preview/audio/discrimination_000683.ogg +3 -0
  41. instrument_discrimination/preview/audio/discrimination_000724.ogg +3 -0
  42. instrument_discrimination/preview/audio/discrimination_000739.ogg +3 -0
  43. instrument_discrimination/preview/audio/discrimination_000790.ogg +3 -0
  44. instrument_discrimination/preview/audio/discrimination_000829.ogg +3 -0
  45. instrument_discrimination/preview/audio/discrimination_000926.ogg +3 -0
  46. instrument_discrimination/preview/audio/discrimination_001003.ogg +3 -0
  47. instrument_discrimination/preview/audio/discrimination_001023.ogg +3 -0
  48. instrument_discrimination/preview/audio/discrimination_001040.ogg +3 -0
  49. instrument_discrimination/preview/metadata.jsonl +20 -0
  50. long_context_multilabel/long_context_multilabel_audio.tar.gz +3 -0
LICENSE ADDED
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+ LICENSE PENDING
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+
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+ Copyright and redistribution terms for this benchmark release have not yet
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+ been finalized by the research team.
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+
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+ This placeholder does not grant permission to redistribute, publish, modify,
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+ or reuse the contents of this release. Before making the dataset public,
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+ replace this file with the approved license text and confirm that the terms of
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+ all included OpenMIC-2018 audio items permit the intended distribution.
README.md CHANGED
@@ -1,3 +1,112 @@
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  ---
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- license: cc-by-nc-nd-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ pretty_name: Beyond Binary Instrument QA
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+ language:
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+ - en
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+ license: other
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+ license_name: license-pending
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+ task_categories:
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+ - audio-classification
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+ tags:
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+ - audio
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+ - music
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+ - question-answering
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+ - instrument-recognition
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+ - openmic-2018
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+ configs:
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+ - config_name: binary_presence
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+ data_files:
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+ - split: test
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+ path: binary_presence/metadata.jsonl
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+ default: true
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+ - config_name: prior_reduced
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+ data_files:
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+ - split: test
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+ path: prior_reduced/metadata.jsonl
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+ - config_name: instrument_discrimination
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+ data_files:
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+ - split: test
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+ path: instrument_discrimination/metadata.jsonl
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+ - config_name: long_context_multilabel
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+ data_files:
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+ - split: test
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+ path: long_context_multilabel/metadata.jsonl
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+ - config_name: temporal_localization
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+ data_files:
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+ - split: test
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+ path: temporal_localization/metadata.jsonl
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  ---
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+
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+ # Beyond Binary Instrument QA
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+
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+ This archive-oriented release contains five configurations from the *Beyond Binary Instrument QA* benchmark suite. Each configuration has one test split, one complete metadata file, and one TAR.GZ archive containing its entire `audio/` directory. Model predictions, experiment code, notebooks, API outputs, and credentials are not included.
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+
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+ ## Configurations and archives
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+
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+ | Configuration | Examples | Archive |
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+ |---|---:|---|
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+ | `binary_presence` | 9,332 | `binary_presence_audio.tar.gz` |
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+ | `prior_reduced` | 590 | `prior_reduced_audio.tar.gz` |
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+ | `instrument_discrimination` | 1,051 | `instrument_discrimination_audio.tar.gz` |
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+ | `long_context_multilabel` | 1,028 | `long_context_multilabel_audio.tar.gz` |
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+ | `temporal_localization` | 3,579 | `temporal_localization_audio.tar.gz` |
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+
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+ Every full `metadata.jsonl` record contains:
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+
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+ - `audio_archive`: the archive filename in the same configuration directory.
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+ - `audio_member`: the exact member path inside that archive, beginning with `audio/`.
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+
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+ The remaining benchmark fields—including questions, option order, source sample keys, and gold answers—are unchanged from the individual-file release.
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+
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+ ## Extracting audio
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+
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+ Change to a configuration directory and extract its archive. For example:
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+
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+ ```bash
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+ cd binary_presence
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+ tar -xzf binary_presence_audio.tar.gz
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+ ```
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+
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+ This creates `audio/` in the current directory. The resulting paths match the `audio_member` values in `metadata.jsonl`. Repeat with the corresponding archive filename for the other configurations.
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+
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+ The archives only package the existing audio bytes. No audio was decoded, converted, resampled, or re-encoded during archive creation.
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+
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+ ## Preview subsets
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+
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+ Each configuration includes `preview/metadata.jsonl` and 20 corresponding individual files under `preview/audio/`. These examples were selected reproducibly with seed 42 and are also retained in the complete archive.
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+
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+ The previews are small representative samples for inspecting the schema and listening to example audio. They are not intended for full evaluation and should not be used to reproduce benchmark scores.
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+
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+ Preview selection balances binary answers, instrument groups, long-context group and answer-set diversity, or temporal target ranges as appropriate for each task.
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+
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+ ## Loading metadata
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+
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+ After uploading this directory as a Hugging Face dataset repository, load a metadata configuration with:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("<organization>/<dataset-repository>", "binary_presence")
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+ test = dataset["test"]
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+ ```
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+
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+ Audio archives should be downloaded and extracted separately as described above. The full metadata intentionally uses `audio_archive` and `audio_member` rather than a `file_name` pointing to a non-existent unpacked public path.
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+
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+ ## Provenance
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+
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+ All released audio is derived from OpenMIC-2018. Gold labels use the benchmark's high-confidence OpenMIC relevance annotations. The 30-second long-context and temporal files are concatenations of three OpenMIC-derived 10-second segments constructed for the accompanying paper.
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+
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+ ## Integrity
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+
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+ `SHA256SUMS` contains a SHA-256 digest for every public file other than the manifest itself. It can be checked from the release root with:
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+
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+ ```bash
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+ shasum -a 256 -c SHA256SUMS
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+ ```
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+
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+ ## License status
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+
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+ The license remains pending final research-team review. The dataset card therefore uses `license: other` and `license_name: license-pending`. Do not make the repository public until the team has confirmed the benchmark metadata license and redistribution terms for every included OpenMIC audio item, then replace this notice and `LICENSE` with the approved terms.
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+
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+ ## Citation
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+
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+ Please cite the accompanying *Beyond Binary Instrument QA* paper and OpenMIC-2018 when using this benchmark. Formal citation metadata should be added when the paper record is finalized.
SHA256SUMS ADDED
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instrument_discrimination/preview/metadata.jsonl ADDED
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+ {"file_name":"audio/discrimination_000196.ogg","example_id":"discrimination_000196","sample_key":"024832_84480","group_name":"keyboard_synth","options":["piano","accordion"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: piano, accordion\n\nAnswer with only one instrument name from the candidates.","gold_answer":"piano"}
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+ {"file_name":"audio/discrimination_000208.ogg","example_id":"discrimination_000208","sample_key":"028787_602880","group_name":"brass_wind","options":["clarinet","saxophone"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: clarinet, saxophone\n\nAnswer with only one instrument name from the candidates.","gold_answer":"saxophone"}
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+ {"file_name":"audio/discrimination_000367.ogg","example_id":"discrimination_000367","sample_key":"051557_165120","group_name":"percussion","options":["mallet_percussion","drums"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: mallet_percussion, drums\n\nAnswer with only one instrument name from the candidates.","gold_answer":"drums"}
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+ {"file_name":"audio/discrimination_000404.ogg","example_id":"discrimination_000404","sample_key":"054691_103680","group_name":"string_folk","options":["mandolin","ukulele"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: mandolin, ukulele\n\nAnswer with only one instrument name from the candidates.","gold_answer":"mandolin"}
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+ {"file_name":"audio/discrimination_000450.ogg","example_id":"discrimination_000450","sample_key":"060777_0","group_name":"string_folk","options":["violin","mandolin"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: violin, mandolin\n\nAnswer with only one instrument name from the candidates.","gold_answer":"violin"}
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+ {"file_name":"audio/discrimination_000464.ogg","example_id":"discrimination_000464","sample_key":"062488_99840","group_name":"percussion","options":["drums","mallet_percussion"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: drums, mallet_percussion\n\nAnswer with only one instrument name from the candidates.","gold_answer":"drums"}
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+ {"file_name":"audio/discrimination_000474.ogg","example_id":"discrimination_000474","sample_key":"064030_3840","group_name":"percussion","options":["mallet_percussion","cymbals"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: mallet_percussion, cymbals\n\nAnswer with only one instrument name from the candidates.","gold_answer":"cymbals"}
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+ {"file_name":"audio/discrimination_000527.ogg","example_id":"discrimination_000527","sample_key":"070243_23040","group_name":"keyboard_synth","options":["accordion","synthesizer"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: accordion, synthesizer\n\nAnswer with only one instrument name from the candidates.","gold_answer":"synthesizer"}
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+ {"file_name":"audio/discrimination_000554.ogg","example_id":"discrimination_000554","sample_key":"072037_817920","group_name":"keyboard_synth","options":["organ","synthesizer"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: organ, synthesizer\n\nAnswer with only one instrument name from the candidates.","gold_answer":"synthesizer"}
10
+ {"file_name":"audio/discrimination_000581.ogg","example_id":"discrimination_000581","sample_key":"075603_76800","group_name":"string_folk","options":["cello","guitar"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: cello, guitar\n\nAnswer with only one instrument name from the candidates.","gold_answer":"guitar"}
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+ {"file_name":"audio/discrimination_000612.ogg","example_id":"discrimination_000612","sample_key":"082504_326400","group_name":"brass_wind","options":["clarinet","trombone"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: clarinet, trombone\n\nAnswer with only one instrument name from the candidates.","gold_answer":"trombone"}
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+ {"file_name":"audio/discrimination_000683.ogg","example_id":"discrimination_000683","sample_key":"096166_80640","group_name":"brass_wind","options":["clarinet","saxophone"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: clarinet, saxophone\n\nAnswer with only one instrument name from the candidates.","gold_answer":"saxophone"}
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+ {"file_name":"audio/discrimination_000724.ogg","example_id":"discrimination_000724","sample_key":"106505_72960","group_name":"percussion","options":["drums","mallet_percussion"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: drums, mallet_percussion\n\nAnswer with only one instrument name from the candidates.","gold_answer":"mallet_percussion"}
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+ {"file_name":"audio/discrimination_000739.ogg","example_id":"discrimination_000739","sample_key":"107549_587520","group_name":"string_folk","options":["violin","guitar"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: violin, guitar\n\nAnswer with only one instrument name from the candidates.","gold_answer":"violin"}
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+ {"file_name":"audio/discrimination_000790.ogg","example_id":"discrimination_000790","sample_key":"113237_679680","group_name":"brass_wind","options":["trumpet","clarinet"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: trumpet, clarinet\n\nAnswer with only one instrument name from the candidates.","gold_answer":"trumpet"}
16
+ {"file_name":"audio/discrimination_000829.ogg","example_id":"discrimination_000829","sample_key":"120728_65280","group_name":"brass_wind","options":["trumpet","clarinet"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: trumpet, clarinet\n\nAnswer with only one instrument name from the candidates.","gold_answer":"trumpet"}
17
+ {"file_name":"audio/discrimination_000926.ogg","example_id":"discrimination_000926","sample_key":"134175_69120","group_name":"keyboard_synth","options":["organ","synthesizer"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: organ, synthesizer\n\nAnswer with only one instrument name from the candidates.","gold_answer":"synthesizer"}
18
+ {"file_name":"audio/discrimination_001003.ogg","example_id":"discrimination_001003","sample_key":"145519_203520","group_name":"keyboard_synth","options":["synthesizer","accordion"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: synthesizer, accordion\n\nAnswer with only one instrument name from the candidates.","gold_answer":"synthesizer"}
19
+ {"file_name":"audio/discrimination_001023.ogg","example_id":"discrimination_001023","sample_key":"149993_944640","group_name":"string_folk","options":["banjo","ukulele"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: banjo, ukulele\n\nAnswer with only one instrument name from the candidates.","gold_answer":"banjo"}
20
+ {"file_name":"audio/discrimination_001040.ogg","example_id":"discrimination_001040","sample_key":"154179_49920","group_name":"percussion","options":["mallet_percussion","cymbals"],"question":"Which instrument is present in this audio clip?\n\nCandidate instruments: mallet_percussion, cymbals\n\nAnswer with only one instrument name from the candidates.","gold_answer":"cymbals"}
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