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Paper Citation Record · LEDGER

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping

As of 18 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2608.11899.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.11899 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:28:27.726082Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact6
  • verified fuzzy27
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0872711-aa1b-48fd-8ba2-2c101cb7a09e · outbound

This paper cites Simple and Controllable Music Generation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Simple and Controllable Music Generation

Reference 1

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no resolver link, observed 2026-08-16T00:28:26.109837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.109837Z digest=sha256:3fb35e89fea7d62939197af53a1e4a8401fef55c22133626d582708c79fda897

Observation 66cbd473-cc96-4d28-9b23-decfb6e1de8f · outbound

This paper cites MusicLM: Generating Music From Text.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MusicLM: Generating Music From Text

Reference 2

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no resolver link, observed 2026-08-16T00:28:26.177180Z

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source=arxiv_source observed=2026-08-16T00:28:26.177180Z digest=sha256:3202eba8d6cb789e85b83d311ee7ce51249da3e92005c97b8408e49f07598b45

Observation 11c254ee-56bb-40d0-91c6-07e21c5ba28e · outbound

This paper cites ACE-Step: A Step Towards Music Generation Foundation Model.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping ACE-Step: A Step Towards Music Generation Foundation Model

Reference 3

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no resolver link, observed 2026-08-16T00:28:26.284368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.284368Z digest=sha256:81b5abda9a48a1312090efe0b3550e7eab2b427f276837b303e854e77b27b9f5

Observation 71a38278-fbe8-45d8-9349-73208e10f413 · outbound

This paper cites doi:10.48550/arXiv.2602.00744 , urldate =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping doi:10.48550/arXiv.2602.00744 , urldate =

Reference 4

Resolution
verified exact
doi, observed 2026-08-16T00:28:28.718546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.289360Z digest=sha256:b471b07369e253baac0ffee84a69f09aa2a2e51bbf65c4ce7903f4fc57e7dbfa

Observation b09bc5a3-8721-495a-998c-841276ab5a9f · outbound

This paper cites MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation

Reference 5

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no resolver link, observed 2026-08-16T00:28:26.293852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.293852Z digest=sha256:324bfc9b455d83ef6c5309bf954a6fa69cd3b4d649a7c7a0e8d6f34bf0a04995

Observation 10ae5514-10db-4268-85d7-dc4947ce3815 · outbound

This paper cites MusicEval: A Generative Music Dataset with Expert Ratings for Automatic Text-to-Music Evaluation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MusicEval: A Generative Music Dataset with Expert Ratings for Automatic Text-to-Music Evaluation

Reference 6

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no resolver link, observed 2026-08-16T00:28:26.314995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.314995Z digest=sha256:c42f6e90073e4702cefbb3975d4d028b6624bc0c28141d2ed801c01a38098e0e

Observation 3bd89cb3-28a2-405c-bb5c-bc39a5f62d48 · outbound

This paper cites CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following

Reference 7

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no resolver link, observed 2026-08-16T00:28:26.320414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.320414Z digest=sha256:4dc49f5cc7e24c876963a093f6dc2e6a35acd4d006313b40d45d918203ad9836

Observation 6397be86-bc80-45fb-90be-73f64e8da7fc · outbound

This paper cites CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction

Reference 8

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no resolver link, observed 2026-08-16T00:28:26.325260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.325260Z digest=sha256:4ddfc0e63dc29a53af48f05dcc7ca14c10f1f9e07a556acfee100856d962dd94

Observation 87473a7e-b1ba-4115-a49c-4d34f3dcfb7f · outbound

This paper cites doi:10.48550/arXiv.2503.08638 , urldate =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping doi:10.48550/arXiv.2503.08638 , urldate =

Reference 9

Resolution
verified exact
doi, observed 2026-08-16T00:28:28.546361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.331735Z digest=sha256:2f4457bc99e3a985eb40cd1ae9520a096d55b21812814ea438839e1eda45d122

Observation 85a18ad6-5dbb-45b8-8e7b-288842d9022a · outbound

This paper cites doi:10.48550/arXiv.2509.23350 , urldate =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping doi:10.48550/arXiv.2509.23350 , urldate =

Reference 10

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verified exact
doi, observed 2026-08-16T00:28:28.414010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.336974Z digest=sha256:19f85f993d9a9d1f4394b76ce4a7a1fd54b3c5bb21fa5081cac07f8b2f366822

Observation d4c41290-afdf-46b1-8157-ba3285c4881b · outbound

This paper cites Music ControlNet: Multiple Time-varying Controls for Music Generation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Music ControlNet: Multiple Time-varying Controls for Music Generation

Reference 11

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no resolver link, observed 2026-08-16T00:28:26.427618Z

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Unavailable: canonical work link unavailable.

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Observation fa1a66d0-3cab-4bfa-a741-1b5ac83915cf · outbound

This paper cites doi:10.48550/arXiv.2510.22950 , urldate =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping doi:10.48550/arXiv.2510.22950 , urldate =

Reference 12

Resolution
verified exact
doi, observed 2026-08-16T00:28:28.305501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 1f31472f-ec84-423c-a039-ce74e65a3297 · outbound

This paper cites doi:10.48550/arXiv.2506.07520 , urldate =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping doi:10.48550/arXiv.2506.07520 , urldate =

Reference 13

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.585183Z digest=sha256:6d95ff47c506aca93cbb69793d75cfbbe148965c3fd51243e24053dce0d4ea1d

Observation b16d90f8-71d5-4d99-9097-6627734e9f41 · outbound

This paper cites an unresolved cited work.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Unresolved cited work

Reference 14

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raw_fallback, observed 2026-08-16T00:28:30.098546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.593641Z digest=sha256:99efda1aa6a6e4350fc5b529b0d3f43b4a91d2334435edf20c281e16dccb2a0e

Observation 90e40958-e696-4903-91ed-1eab3767a1a6 · outbound

This paper cites Stable Audio Open.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Stable Audio Open

Reference 15

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unresolved
no resolver link, observed 2026-08-16T00:28:26.599102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.599102Z digest=sha256:0bb0fd5ece465aefa39badd95578b7412e8ad58ec83840678e1efc0dfaa8198b

Observation 46811aac-ca2b-4b6d-8dc6-2de61b0836ac · outbound

This paper cites Stable Audio 3.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Stable Audio 3

Reference 16

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unresolved
no resolver link, observed 2026-08-16T00:28:26.604045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.604045Z digest=sha256:f8febeb7a5f3f1e2946815b53370e67701c2d501232edef2b91dee64614ef80d

Observation b301c622-6332-45e6-a3b7-1ad8f5731c5a · outbound

This paper cites Mustango: Toward Controllable Text-to-Music Generation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Mustango: Toward Controllable Text-to-Music Generation

Reference 17

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no resolver link, observed 2026-08-16T00:28:26.609238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.609238Z digest=sha256:f4a93f31485ffe77eaa17107dc6787da51b74a14cbcc768081cdb6b885157821

Observation a58f21de-024f-442e-bf12-583c1fc44492 · outbound

This paper cites MuseCoco: Generating Symbolic Music from Text.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MuseCoco: Generating Symbolic Music from Text

Reference 18

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no resolver link, observed 2026-08-16T00:28:26.614282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 17d04a20-2b74-4785-8f1b-d196a622d6ba · outbound

This paper cites MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE

Reference 19

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no resolver link, observed 2026-08-16T00:28:26.618547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c50d75e1-b465-4543-b85b-428ea73e466e · outbound

This paper cites SongEval: A Benchmark Dataset for Song Aesthetics Evaluation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping SongEval: A Benchmark Dataset for Song Aesthetics Evaluation

Reference 20

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unresolved
no resolver link, observed 2026-08-16T00:28:26.622928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.622928Z digest=sha256:8ed31a9b3e8193ba599a4c45d9564ab6bc1b6eebf80a3d4b47c31e0ca22d7709

Observation cffb460f-ea7f-46bd-8e1f-9d125e47fcf4 · outbound

This paper cites FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control

Reference 21

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no resolver link, observed 2026-08-16T00:28:26.626971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:26.626971Z digest=sha256:fa1d645cce599de2ce185fc992283889e6076fd64861b55506ca6a90107ee1dd

Observation 8c045c9b-6d69-4982-8b47-5795996ca347 · outbound

This paper cites LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.658529Z digest=sha256:842b59610effc5ab3d18c4ae6b1c719c05a376cbfd7712e6ef5401ce7f586090

Observation 0188d9d8-2da6-4774-8558-1e227682ead6 · outbound

This paper cites Proceedings of the International Computer Music Conference , address =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Proceedings of the International Computer Music Conference , address =

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:30.033586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.762197Z digest=sha256:e06e480a40c4b1aab6b669aab2a0b941cecb00d60947f1aa29947d71fcbc8a53

Observation 7ee19cf0-4b67-44f1-96b9-b453146af944 · outbound

This paper cites Proceedings of the 7th International Conference on Music Information Retrieval , url =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Proceedings of the 7th International Conference on Music Information Retrieval , url =

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.787481Z digest=sha256:d576165b9447e2eb2dfe9e746a19c2cd23030b080981ab2fc297a7d0978b8991

Observation e911ecbe-eaf5-488e-9d50-484c98b5b0a7 · outbound

This paper cites and Salamon, Justin and Nieto, Oriol and Liang, Dawen and Ellis, Daniel P.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping and Salamon, Justin and Nieto, Oriol and Liang, Dawen and Ellis, Daniel P

Reference 26

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.792385Z digest=sha256:ea461121360c9617ce5a1a209c5ffe8084c8fb1914f65bc7ad7ddfd9a15b5994

Observation bc17555b-aa7f-4d2d-bdcd-3b265a31f76f · outbound

This paper cites Proceedings of the 16th International Society for Music Information Retrieval Conference , address =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Proceedings of the 16th International Society for Music Information Retrieval Conference , address =

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.855632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.983549Z digest=sha256:d659d72eaef580991b23ee05169f654e5c3a332662bd080387d227842b9061a1

Observation 31915631-7fa8-4fa6-888b-c64fc3e92324 · outbound

This paper cites Proceedings of the AES 25th International Conference on Metadata for Audio , address =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Proceedings of the AES 25th International Conference on Metadata for Audio , address =

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.841855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:26.997457Z digest=sha256:81867f15443376896a8a52ff54a2749e620b3141c9a21da80709dd7a3c43c67e

Observation a6de812f-a8e4-40e7-8cee-2416cb5c12cf · outbound

This paper cites 2015 , address =.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping 2015 , address =

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.826958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.003800Z digest=sha256:bbf4cb43bc495bf5d514da5025c1bf4c2a1229d29516e4154f5bc83764c0ff3e

Observation 51f13b55-ef89-4a52-bcac-da853f1150e2 · outbound

This paper cites Beyond Accuracy: Behavioral Testing of.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Beyond Accuracy: Behavioral Testing of

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.812752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.007770Z digest=sha256:2d08b282f616a21f682de34b56aa08e249a959bf29366371bc0358358166dd03

Observation e840c0b4-05cf-4db5-9e83-d1e0275d23f4 · outbound

This paper cites Compared to What? Baselines and Metrics for Counterfactual Prompting.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Compared to What? Baselines and Metrics for Counterfactual Prompting

Reference 33

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no resolver link, observed 2026-08-16T00:28:27.014667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:27.014667Z digest=sha256:77f174c2c730aeccbcd6c97dde7cadae6458fdf5814b5074ad0f24bfd6e439a3

Observation 0bd818e5-3bf9-4c68-8449-37400a9bcbbe · outbound

This paper cites an unresolved cited work.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-16T00:28:29.752173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.029047Z digest=sha256:570382890de8959e2fa705bf55faa4b71006f31786b9ce33e9fc21d52b772ff5

Observation f00ba2f1-5739-4d87-9881-90740a8de78b · outbound

This paper cites Simple and Controllable Music Generation , January 2024.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Simple and Controllable Music Generation , January 2024

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.636996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.033014Z digest=sha256:d65dc854a17e7bdfa3b971703ef2bb841074836915271343813f0dc4ef590674

Observation 4a49088f-a280-4a2b-a2a5-360ea31c9166 · outbound

This paper cites Parker, C.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Parker, C

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.543411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.036868Z digest=sha256:2c8f021c6ba19f9e3190d8240201d2a15b19c18cebcf41856d5e0b0a3f643cf1

Observation c0da051c-e40c-479f-aaea-9d7f073f4f71 · outbound

This paper cites Parker, Matthew Rice, C.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Parker, Matthew Rice, C

Reference 37

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verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.530241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.041167Z digest=sha256:eaf9242d6e62af26417f3b2f25d499388b65cc19b82ce4b6f7b02aa36485283e

Observation 90534b1d-90a2-4609-8460-4b0fabb0c2a2 · outbound

This paper cites Beat this! Accurate beat tracking without DBN postprocessing.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Beat this! Accurate beat tracking without DBN postprocessing

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T00:28:27.045584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:27.045584Z digest=sha256:69b8290e7b10ab096a83a1f5fe88637edf4fc825291e2eb74d5a9b4a40aa288e

Observation cbe7d1a3-d254-4060-a3f8-9110dd7b0f07 · outbound

This paper cites ACE-Step 1.5: Pushing the Boundaries of Open-Source Music Generation , February 2026.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping ACE-Step 1.5: Pushing the Boundaries of Open-Source Music Generation , February 2026

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.516594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.049879Z digest=sha256:7f100c5db873b8dc3eb3cca07a17b154b3a048958a5eb064d0e9458988a68b37

Observation 087ed2f8-ff0b-42c0-9621-87e777581fd1 · outbound

This paper cites S-KEY: Self-supervised Learning of Major and Minor Keys from Audio.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping S-KEY: Self-supervised Learning of Major and Minor Keys from Audio

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:28:27.873320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.054010Z digest=sha256:0e5549e1af4a27d24e9b50df3623e55648f965b34d5d676d3156ae35f87bb424

Observation b2498062-495e-42dc-b035-261bd7866921 · outbound

This paper cites MusiConGen : Rhythm and chord control for transformer-based text-to-music generation, 2024.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MusiConGen : Rhythm and chord control for transformer-based text-to-music generation, 2024

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.501593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.057995Z digest=sha256:51efe23eb8e3927efa2a6215f6a08fee99b444cc0181e811a4e1854035aa2862

Observation 373bf2f6-651c-477c-a17e-1b3e026d191b · outbound

This paper cites LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training , June 2026.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training , June 2026

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.397572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.062323Z digest=sha256:6feca9533ca362283fc11c5e7c4d64f436ed97225ad971478cf0cbfee41a0049

Observation 193efec9-9939-4bbd-a7bd-1d156b5b252f · outbound

This paper cites MusicEval : A Generative Music Dataset with Expert Ratings for Automatic Text-to-Music Evaluation , March 2025.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MusicEval : A Generative Music Dataset with Expert Ratings for Automatic Text-to-Music Evaluation , March 2025

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.251069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.111878Z digest=sha256:d405cd929e403cf248acf4b6fd542a53291de005411ab9c3c70852ff119ba9db

Observation 041a9299-b036-4efc-9332-45bac6ca7dc1 · outbound

This paper cites MuseCoco : Generating Symbolic Music from Text , May 2023.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MuseCoco : Generating Symbolic Music from Text , May 2023

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.144617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.250537Z digest=sha256:5320e2da9ea95db56312b7e0938ec3008c7fce1f5ed418280e410e7a7ff2b7b7

Observation 38fb4f0e-b9c7-44d1-8658-287f86c21660 · outbound

This paper cites CMI-Bench : A Comprehensive Benchmark for Evaluating Music Instruction Following , June 2025.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping CMI-Bench : A Comprehensive Benchmark for Evaluating Music Instruction Following , June 2025

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.131106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.354980Z digest=sha256:1ae79783a02b1ebb21cc8d765c8499dec0893773d3bec5e9acebb124b358833e

Observation bc7d5d78-4b85-4108-b016-76c2555faf66 · outbound

This paper cites GTZAN-Rhythm : Extending the GTZAN test-set with beat, downbeat and swing annotations.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping GTZAN-Rhythm : Extending the GTZAN test-set with beat, downbeat and swing annotations

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.117742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.367529Z digest=sha256:50b4dc7db8fc5abd4345600a61f988f2455d493ce6d188348e2bbfd521def3f8

Observation bae363d7-b273-4d8c-a480-5cae0820101e · outbound

This paper cites Mustango: Toward Controllable Text-to-Music Generation , June 2024.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Mustango: Toward Controllable Text-to-Music Generation , June 2024

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.105018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.371944Z digest=sha256:9818213573a765e7235fc9ceeaaa3c9ef9fc19195f2dc22dfcacef1c8d28ea07

Observation 158ddff2-d311-40c5-accb-5fe599f06154 · outbound

This paper cites Genre-specific key profiles.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Genre-specific key profiles

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.091795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.375932Z digest=sha256:10090c7adfab857fcdac7e52c04e2d7a0d5cf2b0bbb80695a7b661c4302b3503

Observation 388dd3f3-e260-40c1-9815-c7e6691c98f6 · outbound

This paper cites Humphrey, Justin Salamon, Oriol Nieto, Dawen Liang, and Daniel P.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Humphrey, Justin Salamon, Oriol Nieto, Dawen Liang, and Daniel P

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.076735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.381075Z digest=sha256:9e298480756e458f9b81d00c47ff14202b2291ff92ddceb784c01cc1896756ea

Observation 594cbda2-64ab-42f4-860a-1ac7983ea9f1 · outbound

This paper cites Beyond accuracy: Behavioral testing of NLP models with CheckList.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Beyond accuracy: Behavioral testing of NLP models with CheckList

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.062481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.385941Z digest=sha256:f4a109488dd1c46192f1f843593c23033d5ac66854d99856cb175a380cce45a5

Observation 31ad490c-df38-41ed-b1bf-e6ca8cebe65f · outbound

This paper cites The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T00:28:27.391018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:28:27.391018Z digest=sha256:6aef3d67f6f02d0d4f419e2f020bf9a8882acd4f23300f208024d8e3f6e65376

Observation 32059aa9-efa1-424d-9801-40201cd7a5a9 · outbound

This paper cites FIGARO : Generating Symbolic Music with Fine-Grained Artistic Control , February 2024.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping FIGARO : Generating Symbolic Music with Fine-Grained Artistic Control , February 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.048500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.395458Z digest=sha256:7dcc1a0fd491547d7671a9ddc194f3cd795cc8fb9fd51bab3598383d4f17995b

Observation db0ac36a-4f63-45cb-add7-7252d4743935 · outbound

This paper cites MuseMorphose : Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE , December 2022.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping MuseMorphose : Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE , December 2022

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:29.033954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.399811Z digest=sha256:69d61bba0064940c7762fc0faeab7872cc45a0e4fe5c76b0459f5eea097e0384

Observation c8b97a66-e4bc-4ce3-b12b-eb5c19e5308f · outbound

This paper cites an unresolved cited work.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:28:28.922944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.404349Z digest=sha256:7308a1379512f33243e25547d7f889fc1fe1214baa57900e0e29736456074d99

Observation 6ff3f0ad-f5d8-4b08-9451-3405a5246e9c · outbound

This paper cites an unresolved cited work.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:28:28.867279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.409664Z digest=sha256:a83e1c66a621100fd6211c09e6d86ebd6384240147ac72bfe0a206471e0cd0af

Observation aa3307b1-d2b0-4a0d-8a6b-2d4a083e39b6 · outbound

This paper cites SongEval : A Benchmark Dataset for Song Aesthetics Evaluation , May 2025.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping SongEval : A Benchmark Dataset for Song Aesthetics Evaluation , May 2025

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:28.833294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.462374Z digest=sha256:56ee1348cf9567aae0936ba6c8557c682978e33833e4d7f4c7d5e7a7218e2999

Observation f8da1bb1-e90b-4a19-8230-023b91214fd1 · outbound

This paper cites YuE : Scaling Open Foundation Models for Long-Form Music Generation , September 2025.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping YuE : Scaling Open Foundation Models for Long-Form Music Generation , September 2025

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:28.819312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.539810Z digest=sha256:c9b199f39cea9d329ebac2566ba91326701294d0115b32302c0503bbc40640f0

Observation ba977370-faf3-420e-a08c-d37c6d8995f1 · outbound

This paper cites ABC-eval : Benchmarking large language models on symbolic music understanding and instruction following, 2025.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping ABC-eval : Benchmarking large language models on symbolic music understanding and instruction following, 2025

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:28.804967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.656813Z digest=sha256:5e66913d4572eae2a782e63238bbe3b46a5441c10cd89065173c564b5702649c

Observation 48b8c151-d3ac-4ca6-93c3-5196891bb1fb · outbound

This paper cites TPSMG : Text-Controllable Polyphonic Symbolic Music Generation.

Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping TPSMG : Text-Controllable Polyphonic Symbolic Music Generation

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:28:28.788155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T00:28:27.726082Z digest=sha256:4d01558372c05ea13d602b157bd2635da272dcfd196987d395acdb7e9aaa0486

Pith citing papers

No inbound Pith citation observations are available.