Paper Citation Record · LEDGER

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching

As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2506.07199.

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

pith.paper-citation-record.v1
2506.07199 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:45:26.160272Z

measured 62 of 62 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 2026-05-16T21:43:58.488173Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T21:48:34.626751Z

Reference resolution

61 of 61 outbound references displayed

verified exact4
verified fuzzy38
unresolved14
parse uncertain0
malformed identifier4
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca82528c-5726-4ce6-a010-717902d398e0 · outbound

This paper cites Analytic Signal Processing in Music Computation.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Analytic Signal Processing in Music Computation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.498350Z

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.

Observation bd92c09b-f0c2-4622-905c-72a14a509417 · outbound

This paper cites responsibility.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching responsibility

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.581435Z

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.

Observation 142467b1-408e-46c7-8eeb-dbcbfad80f70 · outbound

This paper cites A synthesizer is a map between these spaces, f:P → S.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching A synthesizer is a map between these spaces, f:P → S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.567391Z

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.

Observation 30ab2070-a2a2-4171-836f-bf2ef7f86252 · outbound

This paper cites par- tial.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching par- tial

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.539423Z

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.

Observation 3942fa31-fd2e-431e-8007-4faf9b250fa1 · outbound

This paper cites This extends beyond synthesizers, as audio effects also commonly exhibit permutation symmetries, as noted by Nercessian [22].

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching This extends beyond synthesizers, as audio effects also commonly exhibit permutation symmetries, as noted by Nercessian [22]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.525513Z

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.

Observation 3188a99f-a7e5-4a21-a222-836ba2b5d260 · outbound

This paper cites In particular, our choice of VST synthesizer reflects a bias towards western popular music.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching In particular, our choice of VST synthesizer reflects a bias towards western popular music

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.511930Z

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.

Observation 5e2d0503-e4d4-4761-a07f-07b1cbee5769 · outbound

This paper cites an unresolved cited work.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:22.159370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e351726-253b-4c3f-9039-af9974c7b00d · outbound

This paper cites Synthesizer Sound Matching Using Audio Spectrogram Transformers.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Synthesizer Sound Matching Using Audio Spectrogram Transformers

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.457781Z

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.

Observation 26f850e1-28a6-4054-ab81-a649793d2e1d · outbound

This paper cites Speech Analy- sis/Synthesis Based on a Sinusoidal Representation.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Speech Analy- sis/Synthesis Based on a Sinusoidal Representation

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T05:45:27.017809Z

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.

Observation 9abef5c6-37c6-4437-8a94-f6b62ffa5cc6 · outbound

This paper cites Spectral Model- ing Synthesis: A Sound Analysis/Synthesis System Based on a Deterministic Plus Stochastic Decompo- sition.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Spectral Model- ing Synthesis: A Sound Analysis/Synthesis System Based on a Deterministic Plus Stochastic Decompo- sition

Reference 10

Resolution: verified exact; doi, observed 2026-08-07T05:45:26.305657Z

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.

Observation 927c5764-8b19-42ad-bf43-3b2ba09189f8 · outbound

This paper cites A Comparison of Parametric Optimization Techniques for Musical Instrument Tone Matching.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching A Comparison of Parametric Optimization Techniques for Musical Instrument Tone Matching

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.484856Z

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.

Observation 1217fbb8-7a55-401c-94e9-a7ee8b18394b · outbound

This paper cites The Synthesizer Programming Prob- lem: Improving the Usability of Sound Synthesizers.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching The Synthesizer Programming Prob- lem: Improving the Usability of Sound Synthesizers

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.471219Z

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.

Observation ddc1774b-fbeb-4e2e-aacb-29646a338723 · outbound

This paper cites InverSynth: Deep Estimation of Synthesizer Parameter Configurations from Audio Signals.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching InverSynth: Deep Estimation of Synthesizer Parameter Configurations from Audio Signals

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:45:26.943990Z

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.

Observation 8ddb1f52-b85c-4a0f-a455-bf2c4747ccd9 · outbound

This paper cites Improving Semi-Supervised Differentiable Synthesizer Sound Matching for Practical Applications.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Improving Semi-Supervised Differentiable Synthesizer Sound Matching for Practical Applications

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:45:22.711000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 568a9c56-0ce2-4610-982c-7f2740b50edf · outbound

This paper cites DDSP: Differentiable Digital Signal Processing.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching DDSP: Differentiable Digital Signal Processing

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.390714Z

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.

Observation fcf20491-122f-43f1-a084-a0f2d991f05e · outbound

This paper cites The Responsibility Problem in Neural Networks with Unordered Targets.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching The Responsibility Problem in Neural Networks with Unordered Targets

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.444130Z

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.

Observation d4101589-6adb-44a4-8219-386f1dc11b3a · outbound

This paper cites FSPool: Learning Set Representations with Featurewise Sort Pooling.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching FSPool: Learning Set Representations with Featurewise Sort Pooling

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.430702Z

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.

Observation d80c840d-cdd5-4146-9412-ec8a734d3b84 · outbound

This paper cites Flow Synthesizer: Universal Audio Synthesizer Control with Normalizing Flows.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Flow Synthesizer: Universal Audio Synthesizer Control with Normalizing Flows

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:22.986141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33c80e0-1deb-4f16-8a5a-893ff98ea9ba · outbound

This paper cites Improving Synthesizer Programming From Variational Autoencoders Latent Space.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Improving Synthesizer Programming From Variational Autoencoders Latent Space

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:23.050922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 549c4ec3-664b-43c8-8a09-8b368a323c6c · outbound

This paper cites Equivari- ant Flows: Exact Likelihood Generative Learning for Symmetric Densities.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Equivari- ant Flows: Exact Likelihood Generative Learning for Symmetric Densities

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.417283Z

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.

Observation 5e67ce15-3dab-4ff0-8108-42def970824b · outbound

This paper cites AST: Audio Spectrogram Transformer.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching AST: Audio Spectrogram Transformer

Reference 21

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T05:45:27.403942Z

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.

Observation 09999f1a-9b6c-48cf-86e0-ec87dcfb2856 · outbound

This paper cites Neural Parametric Equalizer Matching Using Differentiable Biquads.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Neural Parametric Equalizer Matching Using Differentiable Biquads

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.322640Z

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.

Observation 70cec148-82e2-4689-b058-0e7a19e42d75 · outbound

This paper cites A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.377309Z

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.

Observation 09945238-3bb2-47e2-b153-69e32e68a4c1 · outbound

This paper cites Synthesizer Sound Matching with Differentiable DSP.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Synthesizer Sound Matching with Differentiable DSP

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.364487Z

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.

Observation c08085a3-4b5a-4a96-94ea-b042f5abeb9f · outbound

This paper cites DiffMoog: a Differentiable Modular Synthesizer for Sound Matching.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching DiffMoog: a Differentiable Modular Synthesizer for Sound Matching

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:23.434465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7092804f-c503-4d29-997e-ca5d4d7afae2 · outbound

This paper cites White Box Search over Audio Synthesizer Parameters.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching White Box Search over Audio Synthesizer Parameters

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.350890Z

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.

Observation 9ccc93ac-12f6-466f-9a59-3178993d6208 · outbound

This paper cites Learning to Solve Inverse Problems for Perceptual Sound Matching.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Learning to Solve Inverse Problems for Perceptual Sound Matching

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:23.575546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02835352-b8d8-48cd-9bb8-7759e2604ac2 · outbound

This paper cites Self-Supervised Pitch Detection by Inverse Audio Synthesis.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Self-Supervised Pitch Detection by Inverse Audio Synthesis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.336972Z

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.

Observation ec7e23cb-d5cf-4b39-81e4-a51be8917aae · outbound

This paper cites Neural Ordinary Differential Equations.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Neural Ordinary Differential Equations

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.254427Z

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.

Observation 642d0dc3-0b71-4f8b-8d64-4db836412df0 · outbound

This paper cites Set Prediction without Imposing Structure as Conditional Density Estimation.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Set Prediction without Imposing Structure as Conditional Density Estimation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.309214Z

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.

Observation 1008ee17-befb-4e4d-86d4-996da0eea1c4 · outbound

This paper cites Deep Set Prediction Networks.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Deep Set Prediction Networks

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.295688Z

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.

Observation 1ad0de0c-7dc9-4aa2-af7a-48b891394469 · outbound

This paper cites Conditional Set Generation with Transformers.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Conditional Set Generation with Transformers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:23.907721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aede0710-b2f6-4e4e-9984-e54613806d87 · outbound

This paper cites an unresolved cited work.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Unresolved cited work

Reference 33

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T05:45:27.281567Z

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.

Observation 53f1aeab-68b5-4433-9a4d-3b42377df94a · outbound

This paper cites Scalable Nor- malizing Flows for Permutation Invariant Densities.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Scalable Nor- malizing Flows for Permutation Invariant Densities

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.267959Z

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.

Observation 99153c1d-0da5-4ede-a509-ab194218881b · outbound

This paper cites Fast Point Cloud Generation with Straight Flows.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Fast Point Cloud Generation with Straight Flows

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:24.115571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bc2803e-d20b-46b9-8f54-73e47bef8153 · outbound

This paper cites Equivariant Flow Matching for Molecular Conformer Generation.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Equivariant Flow Matching for Molecular Conformer Generation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.168983Z

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.

Observation 0b1712df-68b9-4e31-bffe-6d7eade285d9 · outbound

This paper cites FFJORD: Free-Form Contin- uous Dynamics for Scalable Reversible Generative Models.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching FFJORD: Free-Form Contin- uous Dynamics for Scalable Reversible Generative Models

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.240883Z

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.

Observation 1d4ff748-0969-4d3a-8484-22676683591d · outbound

This paper cites Improving and Generaliz- ing Flow-Based Generative Models with Minibatch Optimal Transport.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Improving and Generaliz- ing Flow-Based Generative Models with Minibatch Optimal Transport

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.226996Z

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.

Observation b4bbce85-579f-4161-a7f2-40a9c128ecba · outbound

This paper cites Flow Matching for Generative Modeling.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Flow Matching for Generative Modeling

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.211520Z

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.

Observation 4d522995-704e-402b-b00f-9e8b4d5bd6a8 · outbound

This paper cites In practice, we find it necessary to initialize Z,Z ′, and A such that PA R A M2TO Kis approximately invariant to any permutation of the parameter vector.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching In practice, we find it necessary to initialize Z,Z ′, and A such that PA R A M2TO Kis approximately invariant to any permutation of the parameter vector

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.553951Z

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.

Observation 2e2a9348-c223-46fc-a445-9b53a9d5ef9c · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.196549Z

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.

Observation a00e4385-0662-43e5-ac80-356259bbbbc9 · outbound

This paper cites Multisample Flow Matching: Straightening Flows with Minibatch Cou- plings.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Multisample Flow Matching: Straightening Flows with Minibatch Cou- plings

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.182573Z

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.

Observation 9e79b68c-e7cb-4b0b-bd84-778b7d88b57e · outbound

This paper cites Equivariant Flow Matching with Hybrid Probability Transport.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Equivariant Flow Matching with Hybrid Probability Transport

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:24.575345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c480d430-4f72-437a-a668-8f1a00c45ce2 · outbound

This paper cites Equiv- ariant Flow Matching.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Equiv- ariant Flow Matching

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.156391Z

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.

Observation a1fa44dd-782d-4da8-8f55-bbcb19833322 · outbound

This paper cites Attention Is All You Need.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Attention Is All You Need

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.143520Z

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.

Observation 7b637c23-beb2-4358-9a4b-3dc54a6f4fbf · outbound

This paper cites Scalable Dif- fusion Models with Transformers.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Scalable Dif- fusion Models with Transformers

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:24.852339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de307e42-a685-41fa-97d3-d7cd5e14806a · outbound

This paper cites Using the Output Em- bedding to Improve Language Models.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Using the Output Em- bedding to Improve Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:24.918276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7c71f68-073a-41cf-9b7e-5d1ff2358317 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Classifier-Free Diffusion Guidance

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.130051Z

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.

Observation 6285123d-6a91-4357-8b32-b0106d167d8e · outbound

This paper cites Guided Flows for Generative Modeling and Decision Making.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Guided Flows for Generative Modeling and Decision Making

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:25.046653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30f32161-5985-4c15-aec3-afad909532b4 · outbound

This paper cites Per- ceptually Informed Synthesis of Bandlimited Classi- cal Waveforms Using Integrated Polynomial Inter- polation.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Per- ceptually Informed Synthesis of Bandlimited Classi- cal Waveforms Using Integrated Polynomial Inter- polation

Reference 50

Resolution: verified exact; doi, observed 2026-08-07T05:45:26.212862Z

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.

Observation 79eed923-0f33-4af2-8c45-8e75c44e2316 · outbound

This paper cites Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.116411Z

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.

Observation b9547f41-2e78-4114-a536-d2ca7e2d67d6 · outbound

This paper cites Version 0.7.3.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Version 0.7.3

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.102724Z

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.

Observation 1e3953fa-91ec-4a96-8b2e-d1144826d9ec · outbound

This paper cites On Layer Normalization in the Transformer Architecture.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching On Layer Normalization in the Transformer Architecture

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.089807Z

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.

Observation 24ff4241-d195-4814-b0ce-bfa7df7b57ea · outbound

This paper cites an unresolved cited work.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:27.075187Z

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.

Observation 0e69bde3-3f82-49a1-b133-de000f4c00be · outbound

This paper cites I'm Sorry for Your Loss: Spectrally-Based Audio Distances Are Bad at Pitch.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching I'm Sorry for Your Loss: Spectrally-Based Audio Distances Are Bad at Pitch

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:45:26.617164Z

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.

Observation 973e7722-8694-4aa9-a26e-f06f227a2d3e · outbound

This paper cites Unsupervised Harmonic Parameter Estimation Us- ing Differentiable DSP and Spectral Optimal Trans- port.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Unsupervised Harmonic Parameter Estimation Us- ing Differentiable DSP and Spectral Optimal Trans- port

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:25.844363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 500f4c8b-b79e-495a-998a-67dd90870f26 · outbound

This paper cites Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.061320Z

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.

Observation bd3c3998-ad12-4cc2-a758-82b0344f9097 · outbound

This paper cites FSD50K: An Open Dataset of Human-Labeled Sound Events.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching FSD50K: An Open Dataset of Human-Labeled Sound Events

Reference 58

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:45:26.021105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9229d3-c5ad-4a61-bae6-32bd84067544 · outbound

This paper cites Density Estimation Using Real NVP.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Density Estimation Using Real NVP

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.047314Z

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.

Observation cfc51220-8e40-464d-b794-989fa7d6695b · outbound

This paper cites Fast and Flexible Neural Audio Synthesis.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Fast and Flexible Neural Audio Synthesis

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:27.032966Z

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.

Observation 6b09d57f-0af0-48ce-894d-88f6d7c53f29 · outbound

This paper cites Crepe: A Convolutional Representation for Pitch Estimation.

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching Crepe: A Convolutional Representation for Pitch Estimation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:26.160272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cd133542-67ca-40e6-8027-c3bfe56f1495 · inbound

Learning Filters in Feedback Delay Networks from Noisy Room Impulse Responses cites this paper.

Learning Filters in Feedback Delay Networks from Noisy Room Impulse Responses Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:48:34.628405Z

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.