Pith. sign in

Paper Citation Record · LEDGER

Semantic-Aware Interpretable Multimodal Music Auto-Tagging

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.17233.

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

pith.paper-citation-record.v1
2505.17233 v3

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:53:53.743257Z

measured 33 of 33 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 2026-08-07T14:53:51.622636Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:53:54.706310Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact5
  • verified fuzzy16
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd48677e-d3b9-49a5-8c33-0b5549ca13fc · outbound

This paper cites This task involves as- signing semantic labels—such as genres, instruments, moods, and production qualities—to audio tracks.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging This task involves as- signing semantic labels—such as genres, instruments, moods, and production qualities—to audio tracks

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:58.319676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.570893Z digest=sha256:f7e1799875aae30c389bd1447c4bd9d0c697c20c6ae19b8ec3f5dc228f3a1377

Observation 52c30a3c-4096-436e-bae1-c3e528a3bb6c · outbound

This paper cites Semantic-Aware Interpretable Multimodal Music Auto-Tagging.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Semantic-Aware Interpretable Multimodal Music Auto-Tagging

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:54.771033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.622636Z digest=sha256:814d75c731723d74c410cd26bd8796d299d04f77c846347bf6e4cb06f4461d02

Observation 565c44bf-a754-4c0e-b705-e558ff40597b · outbound

This paper cites an unresolved cited work.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:53:58.070891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.704668Z digest=sha256:4c5e47d6c746dbd9357f184bb0f787f8bdc825521efcea4e6c95340f80f0213a

Observation 5af44986-c58f-4fa3-b6a6-4b451d9d03e0 · outbound

This paper cites an unresolved cited work.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:53:57.770396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.724355Z digest=sha256:4743cda56512123dadc83ea58219b8d593217b63722a83365a1750ef3d8ebcd6

Observation e297b974-a3a9-4962-991f-cfa787b35a99 · outbound

This paper cites Basic research Financing (Horizontal support of all Sciences).

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Basic research Financing (Horizontal support of all Sciences)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:57.479992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.764818Z digest=sha256:47cc685dd6eca20de642be13856341ac1845d340e83e6141dafbed2cc7af4895

Observation b8cfe6f9-d930-4ac2-9611-384ebda1c7c3 · outbound

This paper cites Foundation Models for Music: A Survey.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Foundation Models for Music: A Survey

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:51.795095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:51.795095Z digest=sha256:1f93f6c09fc0e6fa7f91f77346b28e9b549854823180c34c5eb583109ca0c4a6

Observation 6c9ae4b0-9bca-41e5-a443-ecfa11e4a866 · outbound

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

Semantic-Aware Interpretable Multimodal Music Auto-Tagging MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:51.845493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:51.845493Z digest=sha256:84aa0efce19e786f9a85d46d0039b272a0635d28cf503c5e07ab6bfb8f03e212

Observation cce58793-0b90-452d-bbf4-b51b1b83ca6e · outbound

This paper cites Sample-level deep convolutional neural networks for music auto-tagging,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Sample-level deep convolutional neural networks for music auto-tagging,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:57.294371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.879148Z digest=sha256:aede00e407691ef7c2f7484213bb025d12afef38f9a5372bd87241cf911264d0

Observation 71c8d268-958a-4910-b6f1-e18128c47276 · outbound

This paper cites A foundation model for mu- sic informatics,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging A foundation model for mu- sic informatics,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:57.217054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.939877Z digest=sha256:cc290cc6d67511ccaa62b6a31242cddede3fb4df6eaf96444701447397ee5f9d

Observation 359e073f-3a06-4bee-b48c-1ec080d5ab60 · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Towards A Rigorous Science of Interpretable Machine Learning

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:51.992360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:51.992360Z digest=sha256:68573db70a61a92f26a75c4ee30ff5d90630f9d7637e673452a1546286db3ca6

Observation 39b0e644-ef53-4aae-8ee0-22dc9a45b7a7 · outbound

This paper cites Toward Interpretable Music Tagging with Self-Attention.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Toward Interpretable Music Tagging with Self-Attention

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:54.589765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.056020Z digest=sha256:5b76310f7c5e7cf43d17a2520b28d419d5c667963c598c9c4ef64c164b3ddbd2

Observation c8325e61-88a7-473a-a9ac-3d089cdc5699 · outbound

This paper cites MusicLIME: Explainable Multimodal Music Understanding.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging MusicLIME: Explainable Multimodal Music Understanding

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:52.124688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:52.124688Z digest=sha256:762f00e5037f077e8e2fc31b5094f046f2a02af6f0a4f6ec7921377a07395a80

Observation a3c0c8c8-ee0f-4968-a4e2-cba288bd14f6 · outbound

This paper cites Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:54.416368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.169262Z digest=sha256:5ebafe8c46a3d1e6af11190dd961e4cbdb5c5d0c1d21f7731b2b3959953a21f5

Observation 965c7406-a725-4d93-a1a9-c812fd37b3b7 · outbound

This paper cites Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:54.206249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.226102Z digest=sha256:1f9e3e5e937e2ab1169d6f9fe015a0a688dcf7de245950088adda0aac11915a8

Observation b73d5b03-84c2-4a82-88c0-fbc29404e6ea · outbound

This paper cites A model you can hear: Audio identification with playable prototypes,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging A model you can hear: Audio identification with playable prototypes,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:56.996396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.278944Z digest=sha256:762ce37bb94b7c87f4bff03de48004a71182a805de6ac17fae03ba4e8d1afad5

Observation 0914cd6b-9a2d-4246-a359-e0f5a848d0e6 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:52.373651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:52.373651Z digest=sha256:e2bd7b0c4c5836686b9bbfafdad24d0944315a7d8d22e73a134054b07d581d2d

Observation 64a13951-47a4-4c55-9100-4f207c74fefd · outbound

This paper cites A data-driven approach to mid-level perceptual musical feature modeling,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging A data-driven approach to mid-level perceptual musical feature modeling,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:56.709324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.466669Z digest=sha256:d3e12b41a799d5f1cfb201067df0b865f125f16246456c2fb5e0565b1a71de8b

Observation 77d8b2a5-fc6b-4c18-8433-23cab438a81e · outbound

This paper cites Towards Explainable Music Emotion Recognition: The Route via Mid-level Features.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Towards Explainable Music Emotion Recognition: The Route via Mid-level Features

Reference 18

Resolution
verified exact
doi, observed 2026-08-07T14:53:53.955000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.538179Z digest=sha256:c2e1e7aa667e773dc3b0fab8e4d41fe81a10357ce809cbd739d80d0bc5673b21

Observation 9ff98348-d789-4f01-a463-e4200cfebf70 · outbound

This paper cites Per- ceptual musical features for interpretable audio tagging,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Per- ceptual musical features for interpretable audio tagging,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:56.482812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.570260Z digest=sha256:fbc67e1e41545fe0c38b7a1d9e3d96ddfb946a07246845603928a87531b13337

Observation 1dd101ae-13d6-478a-9bf5-5cc722130602 · outbound

This paper cites The role of structure in the mu- sical expression of emotions,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging The role of structure in the mu- sical expression of emotions,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:56.257148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.666559Z digest=sha256:dea6db65713b0664824aed389d674305e0cf70ec67822871157a83ea81b58fb2

Observation cf1849bf-89bb-45f5-87c2-1ed9c5684001 · outbound

This paper cites A multidimensional study of perceptual-emotional qualities in music,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging A multidimensional study of perceptual-emotional qualities in music,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:56.048675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.754187Z digest=sha256:9112fbe41fdb2b829c4933a70fea9737c00114d969999c76086564101b269bad

Observation 81dca5af-72ad-4519-97e1-f9fb05ba914a · outbound

This paper cites Rhyme and style fea- tures for musical genre classification by song lyrics.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Rhyme and style fea- tures for musical genre classification by song lyrics

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:55.889805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.825837Z digest=sha256:b26f984bf447b9ebcc87f1ead36250110e0df818ba4d80500bcdeb611667dd9a

Observation 9c10ec42-e09e-4b71-9c50-2c0d0ffbe092 · outbound

This paper cites Lyrics-based analysis and classifica- tion of music,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Lyrics-based analysis and classifica- tion of music,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:55.715333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.864656Z digest=sha256:e60c534b6b3f7efaa72be196c52ac6078662d1190df7ab696f85cde6105fd220

Observation 713c26e1-562e-4b4e-bea4-386abe665d6d · outbound

This paper cites Es- sentia: an open-source library for sound and music analysis,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Es- sentia: an open-source library for sound and music analysis,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:55.573008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:52.932378Z digest=sha256:c68d6226840d327f076477f2eb512fce08274b0165a575ba0c54004a5daf0b2a

Observation 97aad2a5-2ce2-46f5-9650-741873fb9c2a · outbound

This paper cites Func- tional harmony ontology: Musical harmony analysis with descrip- tion logics,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Func- tional harmony ontology: Musical harmony analysis with descrip- tion logics,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:55.460436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.043631Z digest=sha256:27d04044170001d47a2d0f292c77488eb31d716ecbb605a671c8ddd5a6cde8c6

Observation beb20231-0c12-4334-8508-662adb3aa377 · outbound

This paper cites Exploring an em-algorithm for banded regression in computational neuroscience,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Exploring an em-algorithm for banded regression in computational neuroscience,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:55.353955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.138227Z digest=sha256:92414e1bd1f52605d3198b88519c309d846583fe8ebfa550dfa287542c6c27fd

Observation 4d1de85a-f55e-4da9-8696-92285deab076 · outbound

This paper cites Omnizart: A general toolbox for automatic music transcription,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Omnizart: A general toolbox for automatic music transcription,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:53.245365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:53.245365Z digest=sha256:fa93c57b48c1b1c8199446490cd110a5659ce786e34ae54cb80b028629b627bd

Observation 6f281a33-780a-43c7-a0b9-4ab006b02cc4 · outbound

This paper cites Hybrid transformers for music source separation,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Hybrid transformers for music source separation,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:55.216490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.360353Z digest=sha256:58db39372476a6c1cddc654bf202521963717d08e85c22e047bf211de4542804

Observation 4a679c57-ac42-4faa-b12f-f52d5612b029 · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Robust speech recognition via large-scale weak supervision,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:53.477189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:53.477189Z digest=sha256:c7b295e1a866a5b3af50aa6c6dae99a160407262751db9a65a13f373837fd545

Observation 183c01ab-349f-4812-be5c-6289de64390f · outbound

This paper cites Exploring an em-algorithm for banded regression in computational neuroscience,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Exploring an em-algorithm for banded regression in computational neuroscience,

Reference 30

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T14:53:55.068768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.589454Z digest=sha256:6bd9b70e6c7eed9ff1fd4045c9b809ef314afe978768fea1130b2f786ca7eedc

Observation 0d69e831-6bbf-4a57-8776-58de04a046ae · outbound

This paper cites The mtg-jamendo dataset for automatic music tagging.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging The mtg-jamendo dataset for automatic music tagging

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:53:54.924447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:53.687377Z digest=sha256:9ca20fd70cb3b4cb77b05694e7fd294e2ebaea15c2d8873e14e264bf67a21fd3

Observation 65795954-baef-403b-ba72-88c5752d100f · outbound

This paper cites Automatic mu- sic genre classification based on modulation spectral analysis of spectral and cepstral features,.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Automatic mu- sic genre classification based on modulation spectral analysis of spectral and cepstral features,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:53:53.743257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:53.743257Z digest=sha256:77eb74789e4ddd74534e21f46c9462e2d19f8946b5c2f03c288f4f0c02ee0ec7

Pith citing papers

Observation 52c30a3c-4096-436e-bae1-c3e528a3bb6c · inbound

Semantic-Aware Interpretable Multimodal Music Auto-Tagging cites this paper.

Semantic-Aware Interpretable Multimodal Music Auto-Tagging Semantic-Aware Interpretable Multimodal Music Auto-Tagging

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:53:54.771033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:53:51.622636Z digest=sha256:814d75c731723d74c410cd26bd8796d299d04f77c846347bf6e4cb06f4461d02