Paper Citation Record · LEDGER

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise

As of 20 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2412.08944.

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

pith.paper-citation-record.v1
2412.08944 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:24:44.675880Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy12
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2bd27a76-b864-482e-85b0-1c0f26fb2b3b · outbound

This paper cites WaveNet: A Generative Model for Raw Audio,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise WaveNet: A Generative Model for Raw Audio,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.223230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 35ad7c81-00be-45fe-abf0-7db8dcb2a6f1 · outbound

This paper cites Samplernn: An unconditional end-to-end neural audio generation model,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Samplernn: An unconditional end-to-end neural audio generation model,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.198297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7d01dc87-a0df-4cf1-92fc-98162a4488eb · outbound

This paper cites Adversarial audio synthe- sis,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Adversarial audio synthe- sis,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.180801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79cdbfe8-3bcb-4615-93c5-37d6fb9548f9 · outbound

This paper cites Jukebox: A Generative Model for Music.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Jukebox: A Generative Model for Music

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.545965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfd13d8-73fa-4410-a7d4-971e3071c62e · outbound

This paper cites MusicLM: Generating Music From Text.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise MusicLM: Generating Music From Text

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.555012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0a68eb-ba6c-422b-b6a4-13f48147cc8a · outbound

This paper cites Simple and controllable music generation,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Simple and controllable music generation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.160545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation de9116a6-371e-41b1-baf1-140cad746317 · outbound

This paper cites Mustango: Toward controllable text-to-music generation,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Mustango: Toward controllable text-to-music generation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.139465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d224b72e-1937-4e8e-a11c-c048f3f6a3dd · outbound

This paper cites Mo\^usai: Text-to-Music Generation with Long-Context Latent Diffusion.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Mo\^usai: Text-to-Music Generation with Long-Context Latent Diffusion

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.573978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be1888f2-67a8-46e6-80c0-5b8b33d73b5a · outbound

This paper cites Diffwave: A versatile diffusion model for audio synthesis,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Diffwave: A versatile diffusion model for audio synthesis,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.118629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ccabd747-4994-4e06-a4cc-683535bc58cb · outbound

This paper cites Musicldm: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Musicldm: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.099668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7e487aa6-d1db-479c-8b9b-28c090f1613c · outbound

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

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.593923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbedbe4e-e89e-49af-aaf1-9b52c1baa91c · outbound

This paper cites Multi-instrument Music Synthesis with Spectrogram Diffusion.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Multi-instrument Music Synthesis with Spectrogram Diffusion

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.600630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f6812e3-3b59-49c8-91c7-45c7de03fc43 · outbound

This paper cites DiffuseRoll: Multi-track multi-category music generation based on diffusion model.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise DiffuseRoll: Multi-track multi-category music generation based on diffusion model

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:24:44.836992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d48cae44-11b3-4221-a99a-2f6b2dbc2168 · outbound

This paper cites Draw and listen! a sketch-based system for music inpainting,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Draw and listen! a sketch-based system for music inpainting,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.080743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d09b5aaf-7d59-4dd0-b836-eaca2adc4069 · outbound

This paper cites Music ControlNet: Multiple Time-varying Controls for Music Generation.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Music ControlNet: Multiple Time-varying Controls for Music Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.620971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b88d66-c2e9-4a99-971d-2bb2eaa0ae0d · outbound

This paper cites DITTO: Diffusion Inference-Time T-Optimization for Music Generation.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise DITTO: Diffusion Inference-Time T-Optimization for Music Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.627796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cdc4e4-f564-440e-892c-cb4032838731 · outbound

This paper cites Polyffusion: A diffusion model for polyphonic score generation with internal and external controls,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Polyffusion: A diffusion model for polyphonic score generation with internal and external controls,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.060615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 56f1525d-3daf-4d4f-a1d3-d8c16c33c071 · outbound

This paper cites MultiDiffusion: Fus- ing diffusion paths for controlled image generation,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise MultiDiffusion: Fus- ing diffusion paths for controlled image generation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:45.040023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation de8089db-f0d1-4353-9386-2e8e5bb0b58c · outbound

This paper cites Controllable Music Production with Diffusion Models and Guidance Gradients.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Controllable Music Production with Diffusion Models and Guidance Gradients

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.646039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69f58387-f9ba-455a-b7ea-3dcfa0e2fdd0 · outbound

This paper cites Attention is all you need,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Attention is all you need,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.652501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f295d9d-b5ea-49f5-b5f2-246fc5bf0a29 · outbound

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

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.658356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47e2da4-7ebd-464d-bdd5-55846d8a88e1 · outbound

This paper cites Denoising diffusion probabilistic models,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Denoising diffusion probabilistic models,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:44.664195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d317d02f-ff6d-424c-8edd-02ab86364ffb · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics,.

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Deep unsupervised learning using nonequilibrium thermodynamics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:44.982668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 804c184f-be51-4d46-9f36-7e1c76dc5210 · outbound

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

Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:24:44.963214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.