Paper Citation Record · LEDGER

A Survey on Evaluation Metrics for Music Generation

As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 3 inbound Pith citation observations for arXiv:2509.00051.

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

pith.paper-citation-record.v1
2509.00051 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:55:28.127763Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:35:42.697038Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:47:28.318146Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy7
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5536b7b-197b-472b-b36a-929ede8c8c6d · outbound

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

A Survey on Evaluation Metrics for Music Generation Mustango: Toward Controllable Text-to-Music Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.397749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c2312a3-5172-4713-ab62-d94f2448135c · outbound

This paper cites ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models.

A Survey on Evaluation Metrics for Music Generation ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.691580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cf5d808-0cb9-47e6-b5cd-cd5be521944b · outbound

This paper cites Used Pitch Class (UPC) (Dong et al., 2018) is number of used pitch classes per bar.

A Survey on Evaluation Metrics for Music Generation Used Pitch Class (UPC) (Dong et al., 2018) is number of used pitch classes per bar

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:28.991745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ec4057f-665d-468d-bd27-66effb3558d8 · outbound

This paper cites Consecutive Pitch Repetitions (CPR)(Trieu and Keller, 2018) measures the frequency of occur- rences of some number of consecutive pitch rep- etitions.

A Survey on Evaluation Metrics for Music Generation Consecutive Pitch Repetitions (CPR)(Trieu and Keller, 2018) measures the frequency of occur- rences of some number of consecutive pitch rep- etitions

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:28.901858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 134e6bdc-c0c0-48a1-9963-2b2f8562cf84 · outbound

This paper cites A higher CTD means there are more abrupt changes in the chord progression.

A Survey on Evaluation Metrics for Music Generation A higher CTD means there are more abrupt changes in the chord progression

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:28.768863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cf66a93e-0b05-4189-97f3-2590ec62d7a8 · outbound

This paper cites an unresolved cited work.

A Survey on Evaluation Metrics for Music Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:55:28.389571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11913443-6f9c-4346-8e2e-06fba0a3ae2c · outbound

This paper cites Hang Chu, Raquel Urtasun, and Sanja Fidler.

A Survey on Evaluation Metrics for Music Generation Hang Chu, Raquel Urtasun, and Sanja Fidler

Reference 1908

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:29.351164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 850cec56-b1c0-4ddf-8dfe-7ad46b1a6c5d · outbound

This paper cites Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset.

A Survey on Evaluation Metrics for Music Generation Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.217006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d3b06b-65ed-4956-b201-31c3effab525 · outbound

This paper cites MeloTrans: A Text to Symbolic Music Generation Model Following Human Composition Habit.

A Survey on Evaluation Metrics for Music Generation MeloTrans: A Text to Symbolic Music Generation Model Following Human Composition Habit

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.514759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bb54948-bca7-4552-9976-01d05fe9bc40 · outbound

This paper cites Song From PI: A Musically Plausible Network for Pop Music Generation.

A Survey on Evaluation Metrics for Music Generation Song From PI: A Musically Plausible Network for Pop Music Generation

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.097427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c03f35-08bb-4eca-b261-35153209c67f · outbound

This paper cites In 2018 IEEE 12th international conference on seman- tic computing (ICSC), pages 377–382.

A Survey on Evaluation Metrics for Music Generation In 2018 IEEE 12th international conference on seman- tic computing (ICSC), pages 377–382

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:29.197096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 084ae135-d076-4fad-940c-48e4d3eb3ad9 · outbound

This paper cites H = − 12X i=1 pi log2 pi (1) where H is the Pitch Class Entropy.

A Survey on Evaluation Metrics for Music Generation H = − 12X i=1 pi log2 pi (1) where H is the Pitch Class Entropy

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:28.568960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5049ee65-c8b4-45ae-aa66-deb33288b543 · outbound

This paper cites Ad- vances in neural information processing systems , 35:1376–1388.

A Survey on Evaluation Metrics for Music Generation Ad- vances in neural information processing systems , 35:1376–1388

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:55:29.085877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44cf7e66-7467-403b-a74a-be0a6a05f774 · outbound

This paper cites MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models.

A Survey on Evaluation Metrics for Music Generation MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.646862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e234c7-dc5e-4117-9d14-d837d4c25614 · outbound

This paper cites PAM: Prompting Audio-Language Models for Audio Quality Assessment.

A Survey on Evaluation Metrics for Music Generation PAM: Prompting Audio-Language Models for Audio Quality Assessment

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:27.138632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0ede9849-c03f-4806-95f7-9b387415687d · inbound

APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music cites this paper.

APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music A Survey on Evaluation Metrics for Music Generation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:56:29.767767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db9eea6c-f33f-4d03-b767-1f3b9b29d400 · inbound

APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music cites this paper.

APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music A Survey on Evaluation Metrics for Music Generation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:45:12.334008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9bb4038a-b551-473d-8ce4-67443dd857fb · inbound

Can LLMs understand LilyPond? A benchmark for symbolic music generation and understanding cites this paper.

Can LLMs understand LilyPond? A benchmark for symbolic music generation and understanding A Survey on Evaluation Metrics for Music Generation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:47:28.319797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.