Paper Citation Record · LEDGER

Rethinking Automatic Music Mixing as Sequential Stem Blending

As of 20 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2608.05506.

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

pith.paper-citation-record.v1
2608.05506 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:54:25.241877Z

measured 45 of 45 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:54:25.020359Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T11:54:25.770342Z

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy28
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c115db5-4e80-46f5-8efb-968b40d16a5b · outbound

This paper cites Rethinking Automatic Music Mixing as Sequential Stem Blending.

Rethinking Automatic Music Mixing as Sequential Stem Blending Rethinking Automatic Music Mixing as Sequential Stem Blending

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:54:25.777829Z

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 4a7368bd-f091-4a4e-bde1-e8f90614189f · outbound

This paper cites an unresolved cited work.

Rethinking Automatic Music Mixing as Sequential Stem Blending Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:54:26.339357Z

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 04f11ff7-ed6f-4a53-8c7f-c5fdacdf7182 · outbound

This paper cites an unresolved cited work.

Rethinking Automatic Music Mixing as Sequential Stem Blending Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:54:26.324594Z

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 64f4bc28-dcad-412b-b1a3-6b1ec91c6c6f · outbound

This paper cites an unresolved cited work.

Rethinking Automatic Music Mixing as Sequential Stem Blending Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:54:26.308575Z

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 f743e830-5bf9-4d1e-a083-f73810fb16c1 · outbound

This paper cites Stem Blending.Table 1 presents the stem blending re- sults.

Rethinking Automatic Music Mixing as Sequential Stem Blending Stem Blending.Table 1 presents the stem blending re- sults

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.293255Z

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 36242256-84b2-4119-9db8-e5cce5f7b5ad · outbound

This paper cites The proposed model achieves the highest score in both and the highest overall mean.

Rethinking Automatic Music Mixing as Sequential Stem Blending The proposed model achieves the highest score in both and the highest overall mean

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.277686Z

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 8de211dc-cc48-4ed0-afca-55718a6f445c · outbound

This paper cites an unresolved cited work.

Rethinking Automatic Music Mixing as Sequential Stem Blending Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:54:26.261469Z

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 9381cc3f-f1e9-419c-99a9-25a28818c167 · outbound

This paper cites an unresolved cited work.

Rethinking Automatic Music Mixing as Sequential Stem Blending Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:54:26.245547Z

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 2aa87f79-6ea0-446f-9a64-e3e90ab91b49 · outbound

This paper cites De Man, R.

Rethinking Automatic Music Mixing as Sequential Stem Blending De Man, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.230191Z

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 98da2352-7569-42f1-81f2-6dadbcab53e1 · outbound

This paper cites A deep learning approach to intelligent drum mixing with the wave-u-net,.

Rethinking Automatic Music Mixing as Sequential Stem Blending A deep learning approach to intelligent drum mixing with the wave-u-net,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.213905Z

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 f22751ab-7547-403c-9166-da9f5675d2e0 · outbound

This paper cites Automatic music mixing with deep learning and out-of-domain data,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Automatic music mixing with deep learning and out-of-domain data,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.196791Z

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 cc73c28e-c067-438f-8258-210037ade15e · outbound

This paper cites Au- tomatic multitrack mixing with a differentiable mixing console of neural audio effects,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Au- tomatic multitrack mixing with a differentiable mixing console of neural audio effects,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.181180Z

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 28012c44-7d5d-44ac-9b5e-c177dc565a81 · outbound

This paper cites Automatic music mixing using a generative model of effect embeddings,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Automatic music mixing using a generative model of effect embeddings,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.164736Z

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 008337b4-9dd3-4c66-98e7-9d7fdcbbdc10 · outbound

This paper cites Ddsp: Differentiable digital signal processing,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Ddsp: Differentiable digital signal processing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.148512Z

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 b9f58b20-4007-4ffb-9b68-ff967742f0f1 · outbound

This paper cites Diffvox: A differentiable model for capturing and analysing vocal effects distributions,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Diffvox: A differentiable model for capturing and analysing vocal effects distributions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.130021Z

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 b2da1175-0be1-455a-985d-1bfec0544173 · outbound

This paper cites Search- ing for music mixing graphs: A pruning approach,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Search- ing for music mixing graphs: A pruning approach,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.106497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a801a619-91fb-4e0b-bfbb-a2cdbcbe180e · outbound

This paper cites Ddsp guitar amp: In- terpretable guitar amplifier modeling,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Ddsp guitar amp: In- terpretable guitar amplifier modeling,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.101372Z

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 d120903e-c11e-4800-bba4-528088df9b01 · outbound

This paper cites Deep learning for black-box modeling of audio ef- fects,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Deep learning for black-box modeling of audio ef- fects,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.083751Z

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 21dad244-212f-4af2-a18d-64437d642b07 · outbound

This paper cites Efficient neural net- works for real-time modeling of analog dynamic range compression,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Efficient neural net- works for real-time modeling of analog dynamic range compression,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.066265Z

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 208fb7db-9a4d-4727-a43f-77ae0aaa4e3e · outbound

This paper cites Real Time Emulation of Parametric Guitar Tube Amplifier With Long Short Term Memory Neural Network.

Rethinking Automatic Music Mixing as Sequential Stem Blending Real Time Emulation of Parametric Guitar Tube Amplifier With Long Short Term Memory Neural Network

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.126456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79f9550d-677a-432a-8dd4-a3386519ccc5 · outbound

This paper cites Hyper recur- rent neural network: Condition mechanisms for black- box audio effect modeling,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Hyper recur- rent neural network: Condition mechanisms for black- box audio effect modeling,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.048805Z

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 1a6f5555-e428-4507-8643-9999b5e29964 · outbound

This paper cites Flow Matching for Generative Modeling.

Rethinking Automatic Music Mixing as Sequential Stem Blending Flow Matching for Generative Modeling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.137597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f3d25d-5635-4bf7-9f0e-a2992b85be65 · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Flow straight and fast: Learning to generate and transfer data with rectified flow,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.032864Z

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 d6cd1cd6-2734-443f-8567-08015fd8bdeb · outbound

This paper cites Musicflow: Cascaded flow matching for text guided music generation,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Musicflow: Cascaded flow matching for text guided music generation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.016438Z

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 8c01f610-1b0e-4757-a9c7-30a204a4681a · outbound

This paper cites Stemphonic: All-at-once flexible multi- stem music generation,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Stemphonic: All-at-once flexible multi- stem music generation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:26.000333Z

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 3585fd1a-ed5a-4e73-b8c5-e9f1dcb17b24 · outbound

This paper cites Sam audio: Segment anything in audio,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Sam audio: Segment anything in audio,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.156534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0af3cb46-2cb7-4464-9c53-7df838c40996 · outbound

This paper cites Flowsep: Language-queried sound separation with rectified flow matching,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Flowsep: Language-queried sound separation with rectified flow matching,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.984183Z

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 9cbb872c-8531-45b0-9b8e-c8f4d686a393 · outbound

This paper cites Flowing from words to pixels: A noise-free frame- work for cross-modality evolution,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Flowing from words to pixels: A noise-free frame- work for cross-modality evolution,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.967491Z

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 30049c29-b344-4eee-a179-09bd44f2a61a · outbound

This paper cites SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering.

Rethinking Automatic Music Mixing as Sequential Stem Blending SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.170273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d67e9b-3a41-4b83-95c0-e04307520b46 · outbound

This paper cites Stable audio open,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Stable audio open,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.949527Z

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 871f48fe-a081-462d-b9ed-6eccf6893dec · outbound

This paper cites MedleyDB: A multitrack dataset for annotation-intensive mir research.

Rethinking Automatic Music Mixing as Sequential Stem Blending MedleyDB: A multitrack dataset for annotation-intensive mir research

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.933250Z

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 05040b3e-5e56-419d-9749-86d86f3b65c4 · outbound

This paper cites Moisesdb: A dataset for source separation beyond 4-stems.

Rethinking Automatic Music Mixing as Sequential Stem Blending Moisesdb: A dataset for source separation beyond 4-stems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.184595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d17728a-0922-4cba-b179-fb04a0fccb3b · outbound

This paper cites Pyrooma- coustics: A python package for audio room simula- tion and array processing algorithms,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Pyrooma- coustics: A python package for audio room simula- tion and array processing algorithms,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.917144Z

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 89642f51-22b8-4ff4-9545-bbd62d076a06 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Scaling rectified flow transformers for high-resolution image synthesis,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.901427Z

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 6a104a55-bdb0-4a72-997a-713ea092de52 · outbound

This paper cites Scalable diffusion models with transformers,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Scalable diffusion models with transformers,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.885433Z

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 38e3aaac-df2a-4bf4-9541-86fe5057cff1 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Rethinking Automatic Music Mixing as Sequential Stem Blending Classifier-Free Diffusion Guidance

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.203741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da6c0b2-35f6-4aa0-813d-ee09a9d6dc57 · outbound

This paper cites dasp-pytorch,.

Rethinking Automatic Music Mixing as Sequential Stem Blending dasp-pytorch,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.208852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55012abd-b9fe-4873-8fd4-0ea65c2ef9cb · outbound

This paper cites Diff-MST: Differentiable mixing style transfer,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Diff-MST: Differentiable mixing style transfer,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.858729Z

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 e0451fbd-adf1-4a7b-8b4f-f61927f24036 · outbound

This paper cites Kad: No more fad! an effective and efficient evaluation metric for audio generation,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Kad: No more fad! an effective and efficient evaluation metric for audio generation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.842522Z

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 75eab62b-b53a-41f4-825b-9c8bbbaf4911 · outbound

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

Rethinking Automatic Music Mixing as Sequential Stem Blending Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.222476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50406d5f-a4c2-4cfe-a135-998dd7f24208 · outbound

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

Rethinking Automatic Music Mixing as Sequential Stem Blending Large-scale contrastive language- audio pretraining with feature fusion and keyword- to-caption augmentation,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.826561Z

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 bfc9ad5c-a146-440b-b78a-c9ee4a51ca26 · outbound

This paper cites Fx-encoder++: Extracting instrument-wise audio effects representa- tions from mixtures,.

Rethinking Automatic Music Mixing as Sequential Stem Blending Fx-encoder++: Extracting instrument-wise audio effects representa- tions from mixtures,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.810309Z

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 05ca6c24-9082-4a93-9e0b-e779d3d6392f · outbound

This paper cites webmushra—a comprehensive framework for web-based listening tests,.

Rethinking Automatic Music Mixing as Sequential Stem Blending webmushra—a comprehensive framework for web-based listening tests,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:54:25.794157Z

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 b4f1240f-57e1-427c-bee4-c16ef4afee07 · outbound

This paper cites Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound.

Rethinking Automatic Music Mixing as Sequential Stem Blending Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T11:54:25.241877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2c115db5-4e80-46f5-8efb-968b40d16a5b · inbound