Paper Citation Record · LEDGER

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models

As of 12 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2412.10649.

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

pith.paper-citation-record.v1
2412.10649 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:50:02.298619Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

34 of 34 outbound references displayed

verified exact1
verified fuzzy28
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e31c653b-9188-4b17-89f4-4849bc995e92 · outbound

This paper cites Harmonycloak: Making music unlearnable for gen- erative ai.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Harmonycloak: Making music unlearnable for gen- erative ai

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.846591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d4368f4c-9016-45c3-b461-88ff84a6691e · outbound

This paper cites Audio data defenses: Protecting music and speech data from targeted attacks.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Audio data defenses: Protecting music and speech data from targeted attacks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.832035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 66063afd-efa7-4a28-9bf9-363c2d30985b · outbound

This paper cites Exploring musical roots: Applying audio embeddings to empower influence attribution for a generative music model.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Exploring musical roots: Applying audio embeddings to empower influence attribution for a generative music model

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.816796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9b182bf-e38d-4bf3-ba82-30260122b7f1 · outbound

This paper cites To- wards assessing data replication in music genera- tion with music similarity metrics on raw audio.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models To- wards assessing data replication in music genera- tion with music similarity metrics on raw audio

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.801441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0f5387d0-b9ca-4fc2-95b3-38875f900125 · outbound

This paper cites RAVE: A variational autoencoder for fast and high-quality neural audio synthesis.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models RAVE: A variational autoencoder for fast and high-quality neural audio synthesis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:50:02.164251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d079e7-b206-4b76-9da8-082bbd3d84d0 · outbound

This paper cites Rubberband library.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Rubberband library

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.786812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1cae4385-dbc9-4a8e-a7f6-eb4ef434958a · outbound

This paper cites Invisible watermarking for audio generation diffusion mod- els.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Invisible watermarking for audio generation diffusion mod- els

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.772274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aa3303bd-6649-43c3-97f8-d70923fdda1f · outbound

This paper cites SongBsAb: A Dual Prevention Approach against Singing Voice Conversion based Illegal Song Covers.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models SongBsAb: A Dual Prevention Approach against Singing Voice Conversion based Illegal Song Covers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:50:02.179005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 673bcf27-5486-42f7-bbf8-dcc90a065a84 · outbound

This paper cites Music Source Separation in the Waveform Domain.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Music Source Separation in the Waveform Domain

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:50:02.183976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e2519e-7b92-4729-8fce-82e262dfd9dc · outbound

This paper cites Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:50:02.360178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c0f77f0-8d6a-43a7-a45d-c24f020a0305 · outbound

This paper cites Receiving data hidden in music.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Receiving data hidden in music

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.756676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c0fec782-ae02-48d4-90ee-748b9d0599b7 · outbound

This paper cites Ddsp: Differentiable digital signal processing.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Ddsp: Differentiable digital signal processing

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.742070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3eca1891-4ce2-41c9-bd0c-3bf4f5c063c8 · outbound

This paper cites Dance diffusion.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Dance diffusion

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.727747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 831c8491-c831-4aaf-9b7f-b0c04e9117a4 · outbound

This paper cites Haw- ley, and Jordi Pons.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Haw- ley, and Jordi Pons

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.712828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b691f896-2b33-448e-bf3b-44a07c282ff7 · outbound

This paper cites Long- form music generation with latent diffusion.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Long- form music generation with latent diffusion

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.698647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eba56253-4c92-4739-aeed-1e61efc013f1 · outbound

This paper cites Learning to groove with inverse sequence transformations.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Learning to groove with inverse sequence transformations

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.683416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2bc5e683-0f75-4b89-8d58-708aff30161a · outbound

This paper cites Echo hiding.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Echo hiding

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.668686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f04473f3-4a88-4623-aa7a-911086f65458 · outbound

This paper cites Multi-instrument music synthesis with spec- trogram diffusion.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Multi-instrument music synthesis with spec- trogram diffusion

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.654153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8b06a0dc-5f87-4c3f-b92f-8e7081d9ce10 · outbound

This paper cites Variable-dimensional vector modulation for perceptual-based dwt blind audio watermarking with adjustable payload capacity.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Variable-dimensional vector modulation for perceptual-based dwt blind audio watermarking with adjustable payload capacity

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.639281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3c542562-99c5-4ea5-8e63-9377986191ff · outbound

This paper cites Crepe: A convolutional represen- tation for pitch estimation.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Crepe: A convolutional represen- tation for pitch estimation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.624437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 03bb8c14-468a-4e6c-b3aa-4da4c3855287 · outbound

This paper cites Ro- bust spread-spectrum audio watermarking.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Ro- bust spread-spectrum audio watermarking

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.609639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8206349e-0e4c-4651-8790-73d2f278c003 · outbound

This paper cites Time-spread echo method for digital audio watermarking.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Time-spread echo method for digital audio watermarking

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.595011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dcf8bff1-8e33-42f8-8a2a-0832b1a3b083 · outbound

This paper cites an unresolved cited work.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:50:02.580332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7bd6fd66-6c6c-4a28-bd9c-f58866814eb0 · outbound

This paper cites Musdb18-hq - an uncompressed version of musdb18, August 2019.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Musdb18-hq - an uncompressed version of musdb18, August 2019

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.564976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ee13f9a3-fa76-46ad-8dbc-1bb3c6f36c1c · outbound

This paper cites Pesto: Pitch estimation with self- supervised transposition-equivariant objective.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Pesto: Pitch estimation with self- supervised transposition-equivariant objective

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.548578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e75d62d-b7cc-431b-b221-e91554652cc6 · outbound

This paper cites Glaze: Protecting artists from style mimicry by {Text-to- Image} models.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Glaze: Protecting artists from style mimicry by {Text-to- Image} models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.532840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 768b09d9-1920-41d0-a3f6-330904e6ad26 · outbound

This paper cites Prompt-specific poisoning attacks on text-to-image generative mod- els.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Prompt-specific poisoning attacks on text-to-image generative mod- els

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.517554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cead2b5c-40c2-47f1-8d20-6dacd4f6bad8 · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynam- ics.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Deep unsuper- vised learning using nonequilibrium thermodynam- ics

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.500923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e349aa43-bf70-451b-bec1-947f467dde4a · outbound

This paper cites Getty images is suing the creators of ai art tool stable diffusion for scraping its content.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Getty images is suing the creators of ai art tool stable diffusion for scraping its content

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.483877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 62b98559-715b-4469-bc86-d37954746ba1 · outbound

This paper cites Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T15:50:02.279811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c7d349-fbf2-4da6-8fa9-8068c43f0eab · outbound

This paper cites Vocalset: A singing voice dataset.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Vocalset: A singing voice dataset

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.468713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da6ee725-239e-4574-b6d9-4f80d42ec65e · outbound

This paper cites Guitarset: A dataset for guitar transcription.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Guitarset: A dataset for guitar transcription

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.453822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5def6de1-e85b-46d1-a2f4-a3bd80c90b1f · outbound

This paper cites Effective pseudonoise sequence and decoding function for imperceptibility and robustness enhancement in time-spread echo- based audio watermarking.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Effective pseudonoise sequence and decoding function for imperceptibility and robustness enhancement in time-spread echo- based audio watermarking

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.438404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation febaecb0-5288-44ac-a002-4f8c609dc6a9 · outbound

This paper cites Bocko, and Z.

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models Bocko, and Z

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:50:02.423112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.