Paper Citation Record · LEDGER

Do Music Foundation Models Embed Pitch in Helical Structure?

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2607.29086.

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

pith.paper-citation-record.v1
2607.29086 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:57:19.220217Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:57:14.977424Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e78d4d10-3dc1-4e0a-8d94-404ace7a5927 · outbound

This paper cites Do Music Foundation Models Embed Pitch in Helical Structure?.

Do Music Foundation Models Embed Pitch in Helical Structure? Do Music Foundation Models Embed Pitch in Helical Structure?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:14.635958Z

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Unavailable: canonical work link unavailable.

Observation a2aa2e51-efb0-463b-a9b5-5be90e28528b · outbound

This paper cites We extract pitch-dependent features from a music foundation model and evaluate their helical structure using PCA and parametric fitting.

Do Music Foundation Models Embed Pitch in Helical Structure? We extract pitch-dependent features from a music foundation model and evaluate their helical structure using PCA and parametric fitting

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:14.826416Z

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Observation e5f8a1cf-de8c-46e6-803b-1147eb4fa898 · outbound

This paper cites Input: Various timbres Instruments 𝑓0 Single note flat decay.

Do Music Foundation Models Embed Pitch in Helical Structure? Input: Various timbres Instruments 𝑓0 Single note flat decay

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:14.704312Z

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Observation 180ac52c-3c40-49ef-ae5f-880fc23d905b · outbound

This paper cites Do Music Foundation Models Embed Pitch in Helical Structure?.

Do Music Foundation Models Embed Pitch in Helical Structure? Do Music Foundation Models Embed Pitch in Helical Structure?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:14.977424Z

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Observation fe324337-5d13-46d1-9df3-96da7d6b85ea · outbound

This paper cites 1, we input monophonic music sig- nals with specific pitches into the model’s pretrained au- dio tokenizer and pass the resulting token sequences to the Transformer decoder.

Do Music Foundation Models Embed Pitch in Helical Structure? 1, we input monophonic music sig- nals with specific pitches into the model’s pretrained au- dio tokenizer and pass the resulting token sequences to the Transformer decoder

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.120980Z

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Observation efd48ff8-4872-45ec-8a16-b5c67d877511 · outbound

This paper cites Jukebox.We used the top-level decoder of the 5B model fromjukemirlib[6] 1.

Do Music Foundation Models Embed Pitch in Helical Structure? Jukebox.We used the top-level decoder of the 5B model fromjukemirlib[6] 1

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.271390Z

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Observation bb603cc1-f96d-4e1b-bb4e-ea733095b588 · outbound

This paper cites The clarity and geometry of this struc- ture vary not only across the two analyzed models but also with the acoustic properties of the input, particularly its harmonic composition.

Do Music Foundation Models Embed Pitch in Helical Structure? The clarity and geometry of this struc- ture vary not only across the two analyzed models but also with the acoustic properties of the input, particularly its harmonic composition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.339529Z

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Observation dc9848bb-9cd3-47a6-96bd-71460157aada · outbound

This paper cites an unresolved cited work.

Do Music Foundation Models Embed Pitch in Helical Structure? Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.424451Z

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Observation 46b2a4de-46b3-4802-9174-1b46adf07375 · outbound

This paper cites Jukebox: A Generative Model for Music.

Do Music Foundation Models Embed Pitch in Helical Structure? Jukebox: A Generative Model for Music

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.525747Z

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Observation c7a10d04-ca55-4801-ac04-6b13ebc00d83 · outbound

This paper cites Simple and control- lable music generation,.

Do Music Foundation Models Embed Pitch in Helical Structure? Simple and control- lable music generation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.680282Z

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Observation d4b6e902-94fb-426b-b4a0-d688ab09441d · outbound

This paper cites MusicLM: Generating Music From Text.

Do Music Foundation Models Embed Pitch in Helical Structure? MusicLM: Generating Music From Text

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.779327Z

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Observation c819db37-9690-4c80-8a36-6ab584be0a12 · outbound

This paper cites MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training.

Do Music Foundation Models Embed Pitch in Helical Structure? MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.866365Z

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Observation 095c2382-3a07-47db-8034-8357657494df · outbound

This paper cites Music foundation model as generic booster for music downstream tasks,.

Do Music Foundation Models Embed Pitch in Helical Structure? Music foundation model as generic booster for music downstream tasks,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:15.944410Z

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Observation cf471b0f-bb90-4c05-9df2-c256bf7a47f6 · outbound

This paper cites Codified au- dio language modeling learns useful representations for music information retrieval,.

Do Music Foundation Models Embed Pitch in Helical Structure? Codified au- dio language modeling learns useful representations for music information retrieval,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:16.106072Z

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Observation 5dfad44d-75c4-47b0-a486-d29610cf7ad6 · outbound

This paper cites Do music generation models encode music theory?.

Do Music Foundation Models Embed Pitch in Helical Structure? Do music generation models encode music theory?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:16.243422Z

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Observation 71aab111-1300-4453-8268-45f48cf9babd · outbound

This paper cites Do music LLMs learn sym- bolic concepts? a pilot study using probing and inter- vention,.

Do Music Foundation Models Embed Pitch in Helical Structure? Do music LLMs learn sym- bolic concepts? a pilot study using probing and inter- vention,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:16.382351Z

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Observation 89044bb5-b47a-4a6c-be05-3fe2856bfac6 · outbound

This paper cites Geometrical approximations to the structure of musical pitch,.

Do Music Foundation Models Embed Pitch in Helical Structure? Geometrical approximations to the structure of musical pitch,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:16.616514Z

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Observation 7ea08510-dec7-4fa7-bd23-27534fdf3ca3 · outbound

This paper cites Language models are unsupervised mul- titask learners,.

Do Music Foundation Models Embed Pitch in Helical Structure? Language models are unsupervised mul- titask learners,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:16.831378Z

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Observation ebd4b7df-d53a-481b-9217-32ffd2aeb9aa · outbound

This paper cites Not all language model features are one- dimensionally linear,.

Do Music Foundation Models Embed Pitch in Helical Structure? Not all language model features are one- dimensionally linear,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.073801Z

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Observation 1b6da0b9-42cd-48f7-851c-58839172a57c · outbound

This paper cites Towards understand- ing grokking: An effective theory of representation learning,.

Do Music Foundation Models Embed Pitch in Helical Structure? Towards understand- ing grokking: An effective theory of representation learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.197831Z

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Observation c76ea631-4e66-41e9-b49d-43e343511af6 · outbound

This paper cites Monotonic representa- tion of numeric attributes in language models,.

Do Music Foundation Models Embed Pitch in Helical Structure? Monotonic representa- tion of numeric attributes in language models,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.295560Z

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Observation 214cc8e6-0061-468e-a30b-83c39115d224 · outbound

This paper cites What is a Number, That a Large Language Model May Know It?.

Do Music Foundation Models Embed Pitch in Helical Structure? What is a Number, That a Large Language Model May Know It?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.401460Z

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Observation c8267506-faf7-4fc0-8246-bf17bb3749b9 · outbound

This paper cites Language models encode the value of numbers linearly,.

Do Music Foundation Models Embed Pitch in Helical Structure? Language models encode the value of numbers linearly,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.500585Z

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Observation ea39c2c8-2e17-43cd-99fa-6e891002ded6 · outbound

This paper cites Understanding intermediate layers using linear classifier probes,.

Do Music Foundation Models Embed Pitch in Helical Structure? Understanding intermediate layers using linear classifier probes,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.656351Z

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Observation 4a343eea-72ca-4642-974d-6811a51c2467 · outbound

This paper cites Uni- versal music representations? evaluating foundation models on world music corpora,.

Do Music Foundation Models Embed Pitch in Helical Structure? Uni- versal music representations? evaluating foundation models on world music corpora,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:17.809993Z

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Observation 5cd6efe9-4d9d-4300-a92c-8c8669c0ec8f · outbound

This paper cites Learning the helix topology of musical pitch,.

Do Music Foundation Models Embed Pitch in Helical Structure? Learning the helix topology of musical pitch,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.024457Z

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Observation 54c796b4-f246-4459-b352-0bcf2b97ac62 · outbound

This paper cites Helicality: An isomap- based measure of octave equivalence in audio data,.

Do Music Foundation Models Embed Pitch in Helical Structure? Helicality: An isomap- based measure of octave equivalence in audio data,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.206305Z

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Observation d930485a-6128-4980-97a9-a0c58fb8e118 · outbound

This paper cites an unresolved cited work.

Do Music Foundation Models Embed Pitch in Helical Structure? Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.355904Z

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Observation 7a4a9078-7ead-492b-8301-88718ff9b734 · outbound

This paper cites Neural discrete representation learning,.

Do Music Foundation Models Embed Pitch in Helical Structure? Neural discrete representation learning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.441319Z

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Observation 53a05463-0409-4831-9d41-bf320b3317e8 · outbound

This paper cites Attention is all you need,.

Do Music Foundation Models Embed Pitch in Helical Structure? Attention is all you need,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.592591Z

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Observation 94569263-8da3-4740-baf5-d32e908864a7 · outbound

This paper cites High Fidelity Neural Audio Compression,.

Do Music Foundation Models Embed Pitch in Helical Structure? High Fidelity Neural Audio Compression,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.677710Z

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Observation 36e29fa0-9602-4aa7-b20c-f0eee98ac98b · outbound

This paper cites Explor- ing the limits of transfer learning with a unified text- to-text transformer,.

Do Music Foundation Models Embed Pitch in Helical Structure? Explor- ing the limits of transfer learning with a unified text- to-text transformer,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.891183Z

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Observation f1fc6db4-4713-4f00-abf9-9ca97ca5d5ca · outbound

This paper cites Timidity++,.

Do Music Foundation Models Embed Pitch in Helical Structure? Timidity++,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:18.997737Z

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Observation 57560df2-527a-4c33-af70-1201f3fe4ccb · outbound

This paper cites General midi system level 1,.

Do Music Foundation Models Embed Pitch in Helical Structure? General midi system level 1,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:19.111826Z

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Observation 524805ae-bb47-468a-991e-12355cf2d809 · outbound

This paper cites Optuna: A next-generation hyperparameter optimiza- tion framework,.

Do Music Foundation Models Embed Pitch in Helical Structure? Optuna: A next-generation hyperparameter optimiza- tion framework,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T13:57:19.220217Z

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Pith citing papers

Observation 180ac52c-3c40-49ef-ae5f-880fc23d905b · inbound