Paper Citation Record · LEDGER

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction

As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.09331.

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

pith.paper-citation-record.v1
2608.09331 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:31:33.115721Z

measured 20 of 20 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

20 of 20 outbound references displayed

verified exact1
verified fuzzy6
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15953781-f9da-46c7-9138-e01fdf17b438 · outbound

This paper cites R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:31:33.227622Z

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 f91a2cf7-8cdc-459b-a4fd-70c23f2011ce · outbound

This paper cites All runs use a single GPU per job; we release seeds, code, and configurations.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction All runs use a single GPU per job; we release seeds, code, and configurations

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:31:33.252856Z

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 cd19a76c-2961-4ee6-addc-f05b3317e850 · outbound

This paper cites Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.084043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631ea216-562f-4a62-9833-e69b1f3728ff · outbound

This paper cites Sound reconstruction from human brain activity via a generative model with brain-like auditory features.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Sound reconstruction from human brain activity via a generative model with brain-like auditory features

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.090891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55dcb7a-33ed-4f43-aec5-c1f35b5c4f74 · outbound

This paper cites Naturalistic music decoding from eeg data via latent diffusion models.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Naturalistic music decoding from eeg data via latent diffusion models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:31:33.300671Z

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 7abfc2ce-ba65-43cf-a988-032e3a32cc9e · outbound

This paper cites Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.097998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb15e72a-936c-491a-8cb4-d51b15c1414f · outbound

This paper cites Denoising Diffusion Implicit Models.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Denoising Diffusion Implicit Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.100647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faae08bd-38de-4313-acbf-0952299b5cc6 · outbound

This paper cites InICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 581–585.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction InICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 581–585

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:31:33.281092Z

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 9f3f6107-4cdc-4780-bdb4-fed3b508558e · outbound

This paper cites Voxels are selected by the relevance score of Eq.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Voxels are selected by the relevance score of Eq

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:31:33.271146Z

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 8b9f4285-bbb7-48d8-8c67-fceb1a939563 · outbound

This paper cites an unresolved cited work.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:31:33.260997Z

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 a8bcd3fa-75c2-4a23-af11-12acdbc8bfd8 · outbound

This paper cites Large- scalecontrastivelanguage-audiopretrainingwithfeaturefusionandkeyword-to-captionaugmentation.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Large- scalecontrastivelanguage-audiopretrainingwithfeaturefusionandkeyword-to-captionaugmentation

Reference 2002

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:31:33.290555Z

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 f327e459-0a56-4a55-91c7-b1eb931814bc · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Representation Learning with Contrastive Predictive Coding

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.087476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76e2f7ae-a213-4a98-97ba-d5988574f3ab · outbound

This paper cites Classifier-Free Diffusion Guidance.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Classifier-Free Diffusion Guidance

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.065281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8623388b-53e2-4a02-9208-178b7e7b416b · outbound

This paper cites Generalization through Memorization: Nearest Neighbor Language Models.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Generalization through Memorization: Nearest Neighbor Language Models

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.080205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98d25d5-f84b-4ccd-93d5-c08a0327acc1 · outbound

This paper cites A reproducibleevaluationofantssimilaritymetricperformanceinbrainimageregistration.Neuroimage, 54(3):2033–2044,.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction A reproducibleevaluationofantssimilaritymetricperformanceinbrainimageregistration.Neuroimage, 54(3):2033–2044,

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:31:33.309439Z

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 cf641d0e-a57a-47c5-8ce3-f0142017edbf · outbound

This paper cites MuLan: A Joint Embedding of Music Audio and Natural Language.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction MuLan: A Joint Embedding of Music Audio and Natural Language

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.068931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba42d906-9e4e-4582-952e-85cf019162ac · outbound

This paper cites ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.057776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd754d77-51d1-4097-8c07-6c7d782b2fed · outbound

This paper cites TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.072606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78dda31a-9d51-4d7e-a908-6d3c9450a228 · outbound

This paper cites Semi-Parametric Neural Image Synthesis.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction Semi-Parametric Neural Image Synthesis

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.053391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ff15a6-0c11-47fc-8a0b-479e69d91a6f · outbound

This paper cites NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation.

RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T14:31:33.075993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.