Paper Citation Record · LEDGER

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis

As of 17 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2608.10979.

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

pith.paper-citation-record.v1
2608.10979 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:02:37.920837Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:02:37.742543Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T13:02:38.033317Z

Reference resolution

34 of 34 outbound references displayed

verified exact2
verified fuzzy26
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52fec193-366c-4466-9a6b-344bb8f6e6d0 · outbound

This paper cites Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:02:38.039482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 84dc4307-e18d-421f-b404-5a09f5919b50 · outbound

This paper cites Ranjani et al.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Ranjani et al

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.571015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 774ba803-5ea8-48cc-a41e-63339e34c3ba · outbound

This paper cites an unresolved cited work.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:02:38.554200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e05ffad-fea3-4e7f-875c-3a8de83fa511 · outbound

This paper cites Although the proposed method is applicable to any pitch contour-based musical tradition, such as Indian art music or pop vocal singing, we focus on Korean traditional music.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Although the proposed method is applicable to any pitch contour-based musical tradition, such as Indian art music or pop vocal singing, we focus on Korean traditional music

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.535974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f80e303e-fde6-4486-a19c-83fc45a22b06 · outbound

This paper cites + temporal align.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis + temporal align

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.518009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 87ea35f6-6a5e-4019-9c2a-9916272d6dde · outbound

This paper cites We test this with a minimal probing setup, a per- token MAP classifier — that isolates how much label- discriminative information is carried by individual tokens.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis We test this with a minimal probing setup, a per- token MAP classifier — that isolates how much label- discriminative information is carried by individual tokens

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T13:02:38.500551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76fe7b7d-7cf3-471f-a91a-b25e610a966e · outbound

This paper cites Dataset:Pansorihas two representative modes:Gye- myeonjoandUjo, each characterized by distinct melodic and ornamental patterns.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Dataset:Pansorihas two representative modes:Gye- myeonjoandUjo, each characterized by distinct melodic and ornamental patterns

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.482719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 586c0408-534b-42a1-809d-65b54ef1b9b8 · outbound

This paper cites an unresolved cited work.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:02:38.463652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f2bda78a-8b04-4d55-a680-cc9231404116 · outbound

This paper cites an unresolved cited work.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:02:38.446384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bbfca402-f0c1-43a0-867c-bbb6d95453d7 · outbound

This paper cites Statistical characteristics of tonal harmony: A corpus study of beethoven’s string quartets,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Statistical characteristics of tonal harmony: A corpus study of beethoven’s string quartets,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.428959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f51e147a-3e09-4413-8c03-4969e51d5515 · outbound

This paper cites Information flow and repetition in mu- sic,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Information flow and repetition in mu- sic,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.411817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation af614023-6a05-47b8-930f-bb45d1c9cf92 · outbound

This paper cites In search of the horowitz factor,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis In search of the horowitz factor,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.395237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51b21e62-9d0c-47b9-90fb-f72544c31145 · outbound

This paper cites Yourmt3+: Multi-instrument music transcription with enhanced transformer architectures and cross-dataset stem augmentation,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Yourmt3+: Multi-instrument music transcription with enhanced transformer architectures and cross-dataset stem augmentation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.378135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d48cba79-3f26-46cd-9dd1-b539823abb39 · outbound

This paper cites Svara-forms in carnatic music: Contextual influences on the perfor- mance of svara,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Svara-forms in carnatic music: Contextual influences on the perfor- mance of svara,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.360664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5d4b7fd2-fac8-4fcd-8c31-0977819209ec · outbound

This paper cites Beyond notation: A digital platform for transcribing and analyzing oral melodic traditions,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Beyond notation: A digital platform for transcribing and analyzing oral melodic traditions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.342608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c77bbd3-8cf2-4428-8e68-3b14f1da9784 · outbound

This paper cites Quantized melodic contours in indian art music per- ception: Application to transcription,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Quantized melodic contours in indian art music per- ception: Application to transcription,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.325157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 082f1b00-7e09-4db6-995f-3e28d1ffed84 · outbound

This paper cites A compact pitch and time rep- resentation for melodic contours in indian art music,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis A compact pitch and time rep- resentation for melodic contours in indian art music,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.307775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 41b71908-88ad-4327-afa6-4769dab4a8bc · outbound

This paper cites Hierarchical generative modeling of melodic vocal contours in hindustani classical music,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Hierarchical generative modeling of melodic vocal contours in hindustani classical music,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.289099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2bcae015-d10a-45c5-9526-b3680e930eaa · outbound

This paper cites Mining melodic patterns in large audio collections of indian art music,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Mining melodic patterns in large audio collections of indian art music,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.271288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1cc9b71e-3f30-4808-b40f-9ad787774401 · outbound

This paper cites The matrix profile for motif discovery in audio - an example application in carnatic music,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis The matrix profile for motif discovery in audio - an example application in carnatic music,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.254086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 28e28a75-d8b3-4a8d-b521-a5f25c6b817e · outbound

This paper cites Neural discrete representation learning,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Neural discrete representation learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.237136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 13ccc9d6-c185-4716-a3c7-796486351cde · outbound

This paper cites Symbolic music loop generation with neural discrete representations,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Symbolic music loop generation with neural discrete representations,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.219579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a7b7eb16-5e2f-456c-9d7c-592edee68458 · outbound

This paper cites Jukebox: A Generative Model for Music.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Jukebox: A Generative Model for Music

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T13:02:37.865320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58cfb695-88b6-4bc9-bd01-80e70b2cab13 · outbound

This paper cites Soundstream: An end-to-end neural audio codec,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Soundstream: An end-to-end neural audio codec,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.202037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7b9206bf-424b-4832-937c-f503c90368f6 · outbound

This paper cites High fidelity neural audio compression,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis High fidelity neural audio compression,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.184405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6c44a05-82a6-4053-a22b-7a81de8ae379 · outbound

This paper cites Unsupervised speech representation learning using wavenet autoencoders,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Unsupervised speech representation learning using wavenet autoencoders,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.167442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 86fa2a13-04c7-4f6b-a066-301746eb8773 · outbound

This paper cites Hybrid trans- formers for music source separation,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Hybrid trans- formers for music source separation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.149731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7d778ce4-c569-4246-83b8-136756a909aa · outbound

This paper cites Crepe: A convolutional representation for pitch estimation,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Crepe: A convolutional representation for pitch estimation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.131442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78cead1b-1b76-4a0c-9120-c231a1081df4 · outbound

This paper cites Svara-forms and coarticulation in carnatic music: an investigation using deep clustering,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Svara-forms and coarticulation in carnatic music: an investigation using deep clustering,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.112505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 60ab62f1-0343-46c1-9417-310503735492 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T13:02:37.901015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38305375-0568-4026-9546-5a1ae4df7f65 · outbound

This paper cites Ko- rean traditional music score and audio dataset,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Ko- rean traditional music score and audio dataset,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.094141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7181053f-2d42-46bc-8516-e51d0b72125d · outbound

This paper cites Recognizing Ornaments in Vocal Indian Art Music with Active Annotation.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Recognizing Ornaments in Vocal Indian Art Music with Active Annotation

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:02:37.970979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48325ba1-fabb-4718-bda4-1054f7083981 · outbound

This paper cites Frame-level pansori mode classification with complementary audio representations,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis Frame-level pansori mode classification with complementary audio representations,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.075476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 18fbc6be-0a50-42f0-9774-7c0740053c7e · outbound

This paper cites A study on the Shigimsae of Pansori Kye- myunjo,.

Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis A study on the Shigimsae of Pansori Kye- myunjo,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:02:38.057465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 52fec193-366c-4466-9a6b-344bb8f6e6d0 · inbound