Paper Citation Record · LEDGER

Benchmarking Music Generation Models and Metrics via Human Preference Studies

As of 16 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2506.19085.

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

pith.paper-citation-record.v1
2506.19085 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:41:08.363814Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy8
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db3d388d-bab2-4c93-821d-d88ad442e6a3 · outbound

This paper cites Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.261080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d9c23fc-6dd2-4aef-aca4-2798b3948ca4 · outbound

This paper cites Cnn architectures for large-scale audio classification,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Cnn architectures for large-scale audio classification,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.265876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 439f87fa-8344-4674-9fc1-3a973dc37428 · outbound

This paper cites MusicLM: Generating Music From Text.

Benchmarking Music Generation Models and Metrics via Human Preference Studies MusicLM: Generating Music From Text

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.269577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c5a8e9-6536-4152-801c-99f0fb94d247 · outbound

This paper cites Riffusion-stable diffusion for real-time music generation,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Riffusion-stable diffusion for real-time music generation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.273596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5916771d-dcef-41ff-a9ad-cb66b8d002e1 · outbound

This paper cites Clap learning audio concepts from natural language supervision,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Clap learning audio concepts from natural language supervision,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.277627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8061b7cd-a01d-4092-8e4e-6988f14a1807 · outbound

This paper cites Natural language supervision for general-purpose audio representations,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Natural language supervision for general-purpose audio representations,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.650932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cdec7458-427f-4e02-8f82-5adf2794f12d · outbound

This paper cites Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.285205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aaa79df-2a5d-42d4-bc10-453bc07881fa · outbound

This paper cites Evaluating generative audio systems and their metrics.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Evaluating generative audio systems and their metrics

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:41:08.480133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 43c6233e-a0b0-4a8a-9867-a6117890bf41 · outbound

This paper cites Adapting frechet audio distance for generative music evaluation,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Adapting frechet audio distance for generative music evaluation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.292864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948da723-3b9f-4bab-9a97-4ebdfff51363 · outbound

This paper cites Noise2Music: Text-conditioned Music Generation with Diffusion Models.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Noise2Music: Text-conditioned Music Generation with Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.296944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ce9133-b659-4017-b101-f947b6045844 · outbound

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

Benchmarking Music Generation Models and Metrics via Human Preference Studies The mtg-jamendo dataset for automatic music tagging,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.625185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9aae6ff8-95b4-4c42-a807-87e05aeef59f · outbound

This paper cites FMA: A Dataset For Music Analysis.

Benchmarking Music Generation Models and Metrics via Human Preference Studies FMA: A Dataset For Music Analysis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.308210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72f2aaae-d030-468c-b1f7-64090cb076ff · outbound

This paper cites Evaluation of algorithms using games: The case of music tagging.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Evaluation of algorithms using games: The case of music tagging

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.602080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ad36a96c-4b1e-48a7-8815-61b35ce5ad62 · outbound

This paper cites Simple and controllable music generation,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Simple and controllable music generation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.590731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3cb2cbae-4970-43b0-a9ec-6a46b0d4bd85 · outbound

This paper cites AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining.

Benchmarking Music Generation Models and Metrics via Human Preference Studies AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.318232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b43321c-ee0f-4bd9-95e1-1eab3c52c66b · outbound

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

Benchmarking Music Generation Models and Metrics via Human Preference Studies Mustango: Toward Controllable Text-to-Music Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.322086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e059e21-6226-4434-ba3a-444a187a3b82 · outbound

This paper cites Fast Timing-Conditioned Latent Audio Diffusion.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Fast Timing-Conditioned Latent Audio Diffusion

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.326154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fface9f-52f2-4c41-b8f9-8571222e54fa · outbound

This paper cites an unresolved cited work.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:41:08.579608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b958d07-60c8-4f05-9ac4-dc7a2cdfefd9 · outbound

This paper cites an unresolved cited work.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:41:08.568780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6819d7d1-2d2e-4750-9187-52b164ec8ce3 · outbound

This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.337618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7849a48d-893f-4621-bff4-45d1f5dabc84 · outbound

This paper cites Prolific,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Prolific,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.558208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 80cab03b-9481-4a36-a4ce-843db3560a59 · outbound

This paper cites Amazon mechanical turk,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Amazon mechanical turk,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.547407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 76add4fe-7dba-4300-8701-84063971fb94 · outbound

This paper cites Data quality in on- line human-subjects research: Comparisons between mturk, prolific, cloudresearch, qualtrics, and sona,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Data quality in on- line human-subjects research: Comparisons between mturk, prolific, cloudresearch, qualtrics, and sona,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.349138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c422fb56-ed73-4940-9b27-45fb0bb8ba1b · outbound

This paper cites Fast and accurate inference of plackett–luce models,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Fast and accurate inference of plackett–luce models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.528263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c0bef770-b242-4e22-a1fd-0af386203c05 · outbound

This paper cites Rank analysis of incomplete block designs: I. the method of paired comparisons,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Rank analysis of incomplete block designs: I. the method of paired comparisons,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.356407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 190a0d05-9adb-4bf5-94f3-2a2709f7b1b2 · outbound

This paper cites Panns: Large-scale pretrained audio neural networks for audio pattern recognition,.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Panns: Large-scale pretrained audio neural networks for audio pattern recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.360214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb271fd9-322c-4cc7-8e81-a65c6589c74d · outbound

This paper cites High Fidelity Neural Audio Compression.

Benchmarking Music Generation Models and Metrics via Human Preference Studies High Fidelity Neural Audio Compression

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:41:08.363814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 618987df-e798-44c1-9067-83f2a49f7f3e · outbound

This paper cites Available: http://hdl.handle.net/10230/42015.

Benchmarking Music Generation Models and Metrics via Human Preference Studies Available: http://hdl.handle.net/10230/42015

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:41:08.613714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.