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Paper Citation Record · LEDGER

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models

As of 18 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 0 inbound Pith citation observations for arXiv:2607.23395.

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

pith.paper-citation-record.v1
2607.23395 v1

Coverage vector

measured 100 of 104 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T23:23:05.868036Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

100 of 104 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved97
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b37cf50d-5793-4b1e-83c5-4c4af6238eb5 · outbound

This paper cites 2023 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2023 , howpublished =

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.557672Z digest=sha256:8fb51b155de377e5326ae94924fe878fa46a98560e04c7939963f676a65d28f4

Observation c2a28e0f-cf3b-4dfd-84e9-63ebfba12aa8 · outbound

This paper cites 2024 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2024 , howpublished =

Reference 2

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source=arxiv_source observed=2026-07-30T23:23:05.561626Z digest=sha256:7706239738d4db629c90239f309db8d21bb574f48440f7a14f517886dc5175fc

Observation 11c6293f-4cac-4d32-941c-d0f5303bc01a · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 3

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source=arxiv_source observed=2026-07-30T23:23:05.565152Z digest=sha256:e1a97aa3e3551a30a2eb5af95720c340c14436b99fb0f64b706c69dd48227b40

Observation b1fb30e8-a055-4f3b-b610-2ffeb1daaa2b · outbound

This paper cites 2024 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2024 , howpublished =

Reference 4

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source=arxiv_source observed=2026-07-30T23:23:05.568800Z digest=sha256:5183878b1a5075029bf9e26785f17b0fc773d9b4a6a4eebc7c851d26227aec7c

Observation f7b74b8f-a6bf-4d21-bc05-b24d9544ca80 · outbound

This paper cites 2024 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2024 , howpublished =

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.572014Z digest=sha256:c08d472233572dd1b424cbde3d3caaa9f7b6e5f1d70b776c8b7336f08a3e70f6

Observation e2f0ebb5-a632-4b03-86de-40bf24fc040b · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 6

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parse uncertain
no resolver link, observed 2026-07-30T23:23:05.575321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.575321Z digest=sha256:0a48b9c96436f7a69442a22b6eb1674d55e06932a621587fc70837f77be81e4b

Observation 39019055-21a7-4f5d-bb9a-9f21773e7ae5 · outbound

This paper cites 3rd International Conference on Learning Representations (ICLR) , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 3rd International Conference on Learning Representations (ICLR) , year =

Reference 7

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Source-reported events for the cited work

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source=arxiv_source observed=2026-07-30T23:23:05.578528Z digest=sha256:15f25da4d87bee5622921b6e96e5157b4801c56104676c6d8d6865d8d8a66647

Observation 18d45abc-70ee-4e62-9063-b32eca0d316a · outbound

This paper cites 7th International Conference on Learning Representations (ICLR) , publisher =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 7th International Conference on Learning Representations (ICLR) , publisher =

Reference 8

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source=arxiv_source observed=2026-07-30T23:23:05.581565Z digest=sha256:e155dd9625cbeb3525a121e3d356712481b0b4e2083200c69aa9a64df0e272bf

Observation c36537c4-e315-4261-a692-8b9a29cb5e7a · outbound

This paper cites 8th International Conference on Learning Representations (ICLR) , publisher =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 8th International Conference on Learning Representations (ICLR) , publisher =

Reference 9

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no resolver link, observed 2026-07-30T23:23:05.585198Z

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source=arxiv_source observed=2026-07-30T23:23:05.585198Z digest=sha256:0d2bcd51cd85d3865d529e2aab71e2e9b456b3ab5db3191020d63d7916977d82

Observation 236ee017-c19e-4b69-94ff-ac086e5dc353 · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning (ICML) , editor =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the 41st International Conference on Machine Learning (ICML) , editor =

Reference 10

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source=arxiv_source observed=2026-07-30T23:23:05.588111Z digest=sha256:0b06d2be9164c5e50330f273a95f6b09df74aebbfc324a0d8719b0f346e53314

Observation f361255d-91b3-4722-bc62-3ffd8b896eaf · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning (ICML) , editor =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the 40th International Conference on Machine Learning (ICML) , editor =

Reference 11

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no resolver link, observed 2026-07-30T23:23:05.591307Z

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source=arxiv_source observed=2026-07-30T23:23:05.591307Z digest=sha256:4a0b7f4637c755dbc6e78ff183461acafcb8e487edbac2354379ede9c5f0e8fa

Observation 981ba79d-e91f-4983-ae66-62578939c58a · outbound

This paper cites 10th International Conference on Learning Representations (ICLR) , publisher =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 10th International Conference on Learning Representations (ICLR) , publisher =

Reference 12

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Observation b2164c7e-8326-4e8e-9aa5-ef8c9c8da0cc · outbound

This paper cites 2023 , url =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2023 , url =

Reference 13

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no resolver link, observed 2026-07-30T23:23:05.597552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.597552Z digest=sha256:1737db495fcdf46f63ffa76734a4e43c6fc41d09c8dd5dd1c78393d13f7beacb

Observation ee786861-4592-4847-8e23-bec06f28d468 · outbound

This paper cites 2024 , url =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2024 , url =

Reference 14

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no resolver link, observed 2026-07-30T23:23:05.600691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.600691Z digest=sha256:14a0ebc01ac2f1229a9e4ebf1270f4f6d71167e1b043d63b1be6b93c2aaf0d5a

Observation d566bca5-e109-49ae-831e-3e01edc4e98c · outbound

This paper cites High-Performance Computing at.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models High-Performance Computing at

Reference 15

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no resolver link, observed 2026-07-30T23:23:05.603775Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.603775Z digest=sha256:a797e74516dc1c10a34edfea0f03fdf372e10f67ea8d00031e88f1d4f27a2948

Observation 7f52963b-0b67-493b-97ee-be1f7a7966ad · outbound

This paper cites 2023 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2023 , howpublished =

Reference 16

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no resolver link, observed 2026-07-30T23:23:05.606910Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.606910Z digest=sha256:4603490b6fa76aebb50f4d013a97e9ef21aedf5d16ff81c306cfd0b96c275f40

Observation a67bcc5b-5bdc-4bf4-a9f9-56cdf08cb6ff · outbound

This paper cites Journal of Open Source Software , volume =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Journal of Open Source Software , volume =

Reference 17

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no resolver link, observed 2026-07-30T23:23:05.610142Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.610142Z digest=sha256:3454f546b07a69a5fa1d86e85a2c8a853ae91ce92a721bfb239dfa9511f69ac8

Observation 9965f019-5c68-4895-8221-fa4ac8460776 · outbound

This paper cites Sound Demixing Challenge 2023 Technical Report:.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Sound Demixing Challenge 2023 Technical Report:

Reference 18

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no resolver link, observed 2026-07-30T23:23:05.613197Z

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source=arxiv_source observed=2026-07-30T23:23:05.613197Z digest=sha256:aeb5e8ddbad0452a6469347bc2bcee619b755254faf59077fbb48743dd780d27

Observation 5c7ca211-6dad-4151-9d89-427a26ec7063 · outbound

This paper cites Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year =

Reference 19

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no resolver link, observed 2026-07-30T23:23:05.616355Z

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source=arxiv_source observed=2026-07-30T23:23:05.616355Z digest=sha256:50044170e4838d323666b52f1ec20ea576795f3e7a5c30e1041cf1cebcb202e2

Observation fea79207-ea7b-4433-8b1e-b6134fa15bea · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models IEEE/ACM Transactions on Audio, Speech, and Language Processing , year =

Reference 20

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no resolver link, observed 2026-07-30T23:23:05.619770Z

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source=arxiv_source observed=2026-07-30T23:23:05.619770Z digest=sha256:20dbef856a6eab3949b0cd9a8ef795d6b55199a161a4d727c94644a0f0f68184

Observation 6b2a6f08-b51b-4c4d-93ca-23ad50081900 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 21

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.623156Z digest=sha256:5dbba22026022a4bc26326963ec038edc4d27be5f3ffd3d0b2eac89e46eb966e

Observation 78e02056-e950-4998-9577-23497d0de2c9 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 22

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no resolver link, observed 2026-07-30T23:23:05.626395Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.626395Z digest=sha256:948e648ef5765ceb31e038049a4a304171b33ac3371a98dbfc81a435c6172cb6

Observation 503157e0-e737-4d06-829b-e866253000c2 · outbound

This paper cites Proceedings of Interspeech , pages =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of Interspeech , pages =

Reference 23

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no resolver link, observed 2026-07-30T23:23:05.629674Z

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source=arxiv_source observed=2026-07-30T23:23:05.629674Z digest=sha256:4d69e867937357a5bd538d3aba945cc63994785f4cd2fb3731e821e3875a5b1f

Observation e780c790-1300-4784-9bd9-4bd7b50fda4c · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =

Reference 24

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no resolver link, observed 2026-07-30T23:23:05.632632Z

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source=arxiv_source observed=2026-07-30T23:23:05.632632Z digest=sha256:15ece3d95bad8ebd2f9769d7f411302200266cc49b79d8470eb7f74312322ec3

Observation f0f84d76-3b78-45a3-b463-13b2603afcde · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.635899Z digest=sha256:80c955c7117d746b16ccd829597771fe06300a8551ccf9e72bba6622d41c138a

Observation 93202a2d-b378-4180-adc8-8b8e9d6b4282 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 26

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no resolver link, observed 2026-07-30T23:23:05.639137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.639137Z digest=sha256:372068b3937a11b6619b5961cf9fbc8df8382f8e634b6ce4386d6e2e0ced72c4

Observation 2c6570d3-9576-4fdf-9e70-3c3988f91403 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 27

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no resolver link, observed 2026-07-30T23:23:05.642071Z

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source=arxiv_source observed=2026-07-30T23:23:05.642071Z digest=sha256:e55872c5d1b78d77de019c21fb98445d313798109546d2ebc6a327ea51046b2f

Observation 4ffbc070-775c-4edc-82c1-37a97f646060 · outbound

This paper cites Music Source Separation in the Waveform Domain.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Music Source Separation in the Waveform Domain

Reference 28

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no resolver link, observed 2026-07-30T23:23:05.645234Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.645234Z digest=sha256:ca85d77e202cf2f0bded626bffc9662b9781a8ff1846f1b733b0708308a416be

Observation 431be6b8-e09b-4976-b7ee-ce565fd74aa0 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 29

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no resolver link, observed 2026-07-30T23:23:05.648777Z

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source=arxiv_source observed=2026-07-30T23:23:05.648777Z digest=sha256:8ed1ca0605daf936e9090520993339a0109bc59ecee341d4e3563ebc7346f5f7

Observation 8a717b1d-feb3-4d89-a768-1da89b3f0822 · outbound

This paper cites Asteroid: The.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Asteroid: The

Reference 30

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.651720Z digest=sha256:769db5239956a3f7bd70706b2706bc75db4ce620823dae5dfb43687ad59441cc

Observation f79e04e9-774e-4e30-a989-fd36647bbd07 · outbound

This paper cites 2020 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2020 , howpublished =

Reference 31

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source=arxiv_source observed=2026-07-30T23:23:05.654616Z digest=sha256:2629ad053363af9ed6098cbc2e27b7f558895066503b6b52c7d104c2e38aa039

Observation 292538f3-b009-4907-bed0-cb4c63f6fb56 · outbound

This paper cites 2021 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2021 , howpublished =

Reference 32

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source=arxiv_source observed=2026-07-30T23:23:05.657653Z digest=sha256:42255ccaa1c42f4640753636ccb9b81f54d173a5837f45aa8b02c63adc454d24

Observation 0d2b4257-6e94-487f-969e-7b06b2fb8574 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 33

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no resolver link, observed 2026-07-30T23:23:05.660726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.660726Z digest=sha256:e5b3a1bf8c35545715e0e7632926d6b50165c88419417ba5618b94d32bf073b9

Observation a67c76d8-daba-4953-98fc-2aa3912eb5f8 · outbound

This paper cites 2018 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2018 , howpublished =

Reference 34

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source=arxiv_source observed=2026-07-30T23:23:05.663473Z digest=sha256:4ed74e062658e1d2424e4637a5b8bf786eb164cc1a37a0294475deda9c400870

Observation 94ecc3b5-9a8b-4544-b687-3873e99904d3 · outbound

This paper cites Danna-Sep: Unite to separate them all.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Danna-Sep: Unite to separate them all

Reference 35

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source=arxiv_source observed=2026-07-30T23:23:05.666391Z digest=sha256:6f15f90c0b4c586532e26166cb325f6cf2a2f39bfb1bde70114bf794d836df2f

Observation 3c61aea0-d95e-4cd0-ba20-6c7157b5d8c6 · outbound

This paper cites 2021 , howpublished =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2021 , howpublished =

Reference 36

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no resolver link, observed 2026-07-30T23:23:05.669703Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.669703Z digest=sha256:06d9ab6467a73423fe7321db8472f036b32c61780dba4ee2939075d758a1ebde

Observation f020eb1c-df9e-4709-bc78-c8d694f862be · outbound

This paper cites Proceedings of the International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA) , pages =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA) , pages =

Reference 37

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source=arxiv_source observed=2026-07-30T23:23:05.672684Z digest=sha256:b0ce35509bcefb6791cfa4e11da6af1d039f24bc1a64670a9c8d6adfaf9c270b

Observation 6e1de79e-3ebd-48c3-aeca-d62fa5e0aadd · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 38

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source=arxiv_source observed=2026-07-30T23:23:05.675661Z digest=sha256:9c628d5764e0de54108786be4559ffd2a9ed8b0a16998f977ad1cd647ab8664d

Observation 8270bc23-49af-448f-a95c-92148db844cf · outbound

This paper cites Decoupling Magnitude and Phase Estimation with Deep.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Decoupling Magnitude and Phase Estimation with Deep

Reference 39

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source=arxiv_source observed=2026-07-30T23:23:05.678613Z digest=sha256:85c83d043e02ed03e89837029689feb71d545df18821b10c614a87936c7b5a55

Observation 7f1d0b45-17aa-48e5-9285-a6d76c74517a · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 40

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source=arxiv_source observed=2026-07-30T23:23:05.681463Z digest=sha256:6b815434350f7ffc3dab0c25df7a1bc420369b014a46f5822ba7316469f8950a

Observation 27e7bb30-3787-4c7d-8cfa-05ffe2aae6f6 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 41

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source=arxiv_source observed=2026-07-30T23:23:05.685017Z digest=sha256:f1f2cd4dc3cb41f28ef237a6c742af6320d75a44fccc60247dffd8b550aba855

Observation 77cfe665-3066-4eee-8db4-c3261426390f · outbound

This paper cites Transactions of the International Society for Music Information Retrieval , volume =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Transactions of the International Society for Music Information Retrieval , volume =

Reference 42

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source=arxiv_source observed=2026-07-30T23:23:05.687915Z digest=sha256:8197ec1509af1d62fdb325a9818aa6cb37675e596e2d2302973b2a5a69ecae4c

Observation 35ec1e51-ab09-4214-bd67-c9117746d5c1 · outbound

This paper cites Medleyvox: An Evaluation Dataset for Multiple Singing Voices Separation , year=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Medleyvox: An Evaluation Dataset for Multiple Singing Voices Separation , year=

Reference 43

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no resolver link, observed 2026-07-30T23:23:05.690912Z

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source=arxiv_source observed=2026-07-30T23:23:05.690912Z digest=sha256:528b7b8ca0154da1fc27970c1bada2b058d70d08b14e60ee5715872dfce5adc0

Observation 1d99df26-72b0-4ac0-b38b-730cdb20cd6c · outbound

This paper cites 2024 , issn =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2024 , issn =

Reference 44

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no resolver link, observed 2026-07-30T23:23:05.693732Z

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source=arxiv_source observed=2026-07-30T23:23:05.693732Z digest=sha256:1e9ab30913fefd69c02c3bfb1722defe2c5ea68de1af1ed362343386e3d91f88

Observation a9aaf871-c1be-40bd-87f8-65f43bf84a6d · outbound

This paper cites and Reiss, Joshua D.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models and Reiss, Joshua D

Reference 45

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source=arxiv_source observed=2026-07-30T23:23:05.696675Z digest=sha256:63bf103365fa91b3156f61931e9713f324d977540600e99035fcbaf15787f12a

Observation 5d313b16-588d-4df8-b264-a83d32b69066 · outbound

This paper cites On Loss Functions and Evaluation Metrics for Music Source Separation , year=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models On Loss Functions and Evaluation Metrics for Music Source Separation , year=

Reference 46

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no resolver link, observed 2026-07-30T23:23:05.699639Z

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source=arxiv_source observed=2026-07-30T23:23:05.699639Z digest=sha256:667f20db1abefb35b8605880882fa38e4b0eba1cda4e50436a03a396914cd397

Observation 8811cce3-5cdf-4f44-b01f-3e5a901785ed · outbound

This paper cites , booktitle=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models , booktitle=

Reference 47

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source=arxiv_source observed=2026-07-30T23:23:05.702622Z digest=sha256:d600985b1de2f57c39dccb899a9cb52122cf3a93c0f19f46dfaba78014a54676

Observation 74edd24a-03cf-47e8-9130-93d68532d3ec · outbound

This paper cites SCNet: Sparse Compression Network for Music Source Separation.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models SCNet: Sparse Compression Network for Music Source Separation

Reference 48

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no resolver link, observed 2026-07-30T23:23:05.705659Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.705659Z digest=sha256:638456688889ebe527a06f5f6829261ce1c8337736e38ea86592037883f034b8

Observation 7f13a48e-163c-4ed8-9839-1145f5670b1c · outbound

This paper cites Music Source Separation with Band-Split RoPE Transformer.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Music Source Separation with Band-Split RoPE Transformer

Reference 49

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no resolver link, observed 2026-07-30T23:23:05.709160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.709160Z digest=sha256:071bbf3d1e61cbd935b1fcc2427eab879ab8b003854407a2ed8a32458829178d

Observation 9ac93504-d21d-4386-99a7-4cd9a6e2e78d · outbound

This paper cites Mel-Band RoFormer for Music Source Separation.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Mel-Band RoFormer for Music Source Separation

Reference 50

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no resolver link, observed 2026-07-30T23:23:05.712491Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-30T23:23:05.712491Z digest=sha256:093101d400c4d16b1b1d5bac0936e9347636121585e5f90f322b2dba599da545

Observation a7d60fd4-0740-4ab8-a664-43b1fb0505a4 · outbound

This paper cites The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks , booktitle =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks , booktitle =

Reference 51

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source=arxiv_source observed=2026-07-30T23:23:05.716159Z digest=sha256:8ea4dc9d0241f8e9d8f8307f638d3cff93de9a0c03b8c2b2dbbc428fc3472144

Observation ab6c898a-967c-4438-a757-96ba0de31955 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 52

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no resolver link, observed 2026-07-30T23:23:05.719412Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.719412Z digest=sha256:3e642e3a855a04f8c3c26a5865bb48bcfeb492f8dd16947ba1c1e89db982c5c3

Observation 9ce4fd9c-3eff-4c39-b49b-28664bf21002 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 53

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.722513Z digest=sha256:418af65b3a274ec91e52f926e7139609ab36261225f6d13204874653f1978de1

Observation e5141d2c-a32b-47ee-89c3-91ba29711e41 · outbound

This paper cites 16th International Workshop on Acoustic Signal Enhancement (.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 16th International Workshop on Acoustic Signal Enhancement (

Reference 54

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no resolver link, observed 2026-07-30T23:23:05.725330Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.725330Z digest=sha256:d6f70bcdf3f54fd23b6791a89fa01445c53d7e3951b154d72fe04715536e6b46

Observation 6436e137-8190-4be3-9817-7669bd578300 · outbound

This paper cites Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) , year=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) , year=

Reference 55

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no resolver link, observed 2026-07-30T23:23:05.728505Z

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source=arxiv_source observed=2026-07-30T23:23:05.728505Z digest=sha256:bd714247666a50bb37bee288bf3b3a0bee11bbe277ec734f08ec03bcdf5a66d2

Observation ec876d4d-1b53-4069-a4ee-1c8785d81063 · outbound

This paper cites 2017 , month = mar, publisher =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2017 , month = mar, publisher =

Reference 56

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no resolver link, observed 2026-07-30T23:23:05.731430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.731430Z digest=sha256:1c3380bb810e69a4dbf8ee2f240b2c61e71959d940031d74e03685862bb3d7e6

Observation 0fc4cfa8-03d5-4da4-8186-2cf948354f6e · outbound

This paper cites Long Short-Term Memory , journal =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Long Short-Term Memory , journal =

Reference 57

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no resolver link, observed 2026-07-30T23:23:05.734686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.734686Z digest=sha256:3f0e2160df7401c390ca7ddf282031fc63517858bd7a1373148f3a1654858eed

Observation 34d87ada-ea84-49e0-8557-dac91ca928d2 · outbound

This paper cites Advances in Neural Information Processing Systems , pages =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Advances in Neural Information Processing Systems , pages =

Reference 58

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.737785Z digest=sha256:cee1ea16c409ac419d925c2bed713019ae5d025117b66499c07082ec01eb4f52

Observation d233e980-42d3-4361-9c1d-ce4a908c91ad · outbound

This paper cites doi:10.5281/zenodo.3338373 , url =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models doi:10.5281/zenodo.3338373 , url =

Reference 59

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no resolver link, observed 2026-07-30T23:23:05.740538Z

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source=arxiv_source observed=2026-07-30T23:23:05.740538Z digest=sha256:79d32279de85eb79a6f968757c578b57cfc18869e936036780b99fd3f48411c7

Observation b2e41fd8-adc0-4ce5-b039-b6cd45636c10 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 60

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no resolver link, observed 2026-07-30T23:23:05.743628Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.743628Z digest=sha256:9786d67c8afed8051b80b40c855a46df764e659106143e6ccb91576594375be8

Observation aea62dd2-e91e-410d-b099-261769e0b3c0 · outbound

This paper cites 2017 , booktitle =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2017 , booktitle =

Reference 61

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source=arxiv_source observed=2026-07-30T23:23:05.746569Z digest=sha256:58692d706c6be546b567f5f8b3f8442daa2c131841b0c6eb95d7234c6cf708f9

Observation e97a22fe-7cab-4bdf-ae88-b7f8b787e162 · outbound

This paper cites Proceedings of the ISMIR 2021 Workshop on Music Source Separation , year=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the ISMIR 2021 Workshop on Music Source Separation , year=

Reference 62

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source=arxiv_source observed=2026-07-30T23:23:05.749518Z digest=sha256:485d44201256e33c3538ba1d62bc937c98b1b971b30e1acf0bc088aa3f731954

Observation 159890e9-9ab2-4784-979d-43012a61ed7e · outbound

This paper cites Wave-U-Net:.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Wave-U-Net:

Reference 63

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source=arxiv_source observed=2026-07-30T23:23:05.752491Z digest=sha256:d94630155f224e783a8c10e52ac9c5c9a6e97bc11ee881ed4e89791330c09044

Observation 1f3c7170-d5f6-436d-a5d9-aaa8bc5ebecd · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 64

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no resolver link, observed 2026-07-30T23:23:05.755547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.755547Z digest=sha256:d8a05781b64ec8466e027b1b6050637a469858ffddec30b87bc4c086a3218781

Observation bacc1bef-cb5c-4269-b8b6-8792d096126f · outbound

This paper cites Music Demixing Challenge 2021 , journal =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Music Demixing Challenge 2021 , journal =

Reference 65

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no resolver link, observed 2026-07-30T23:23:05.758788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.758788Z digest=sha256:4c69fb95232f1f14de43b81b5887eda577ad64f1480f6c6766902d7a66ae69e6

Observation 6ecf5bea-b13a-462b-b6fa-e6f9e9d5db0d · outbound

This paper cites KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing

Reference 66

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.761827Z digest=sha256:a3e3067216e85797edbf492deb13c64ceab0656482b215a3ca07a46c777e801e

Observation 2033acb7-f8d8-481f-a3e6-3a0a43d4e7c8 · outbound

This paper cites The 2018 Signal Separation Evaluation Campaign.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models The 2018 Signal Separation Evaluation Campaign

Reference 67

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.765136Z digest=sha256:f4eb5e178a50361a72e6e8c7012ad477829b6b0ddf959277db6a2f5ce1636e0f

Observation 7175867b-3acd-4d6e-8df4-2bd0b310d57d · outbound

This paper cites 2015 , eprint =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2015 , eprint =

Reference 68

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.768143Z digest=sha256:445128e13d27575a4e8a7b96cfe10eb77bab185102c42b9f07eb3dbbc14994e7

Observation f5902221-9507-4ef5-b573-098db8d1c93d · outbound

This paper cites Ensembles in machine learning applications , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Ensembles in machine learning applications , year =

Reference 69

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no resolver link, observed 2026-07-30T23:23:05.771421Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.771421Z digest=sha256:60337507c57291c79d12fbcfcc570ff09279bda5e3aa3439bf1ced408ba622f4

Observation 7a83c3ab-f47b-4006-8d7e-eb7850203a5b · outbound

This paper cites , booktitle =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models , booktitle =

Reference 70

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no resolver link, observed 2026-07-30T23:23:05.774398Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.774398Z digest=sha256:1bf2c4843f709994bd56f1ddbf0d9c928f91fc33ecff1111a059a46dbf4f6afd

Observation 094e36b6-064a-4a9c-8431-4802b1aff1d9 · outbound

This paper cites The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , year =

Reference 71

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source=arxiv_source observed=2026-07-30T23:23:05.777468Z digest=sha256:cc2fc3cbad4531462becd2401bff80eb19173afadfc3b1fd9d4b0e7d7ea981a1

Observation c2de23f4-940b-4d88-a815-d629c946c7db · outbound

This paper cites 2018 , volume =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2018 , volume =

Reference 72

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no resolver link, observed 2026-07-30T23:23:05.780546Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-30T23:23:05.780546Z digest=sha256:8c10ff393aa43895cbad29d7795356394c6ad73b6444a303d69b6aff40f76693

Observation 90e3912d-7b91-4cc7-8f41-68481a7ee6f4 · outbound

This paper cites 2019 , month = may, publisher =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2019 , month = may, publisher =

Reference 73

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no resolver link, observed 2026-07-30T23:23:05.783744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.783744Z digest=sha256:ad4d8d0ec5b88e831fc15c329633b035704bca8f353a5c796eeae79a99c53e61

Observation d26bd411-2979-4e04-a6ed-6fac5e470481 · outbound

This paper cites 2020 , month = jun, publisher =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2020 , month = jun, publisher =

Reference 74

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verified exact
doi, observed 2026-07-30T23:26:00.225654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-07-30T23:23:05.786871Z digest=sha256:a9917804f2c8edc7497ce99c3666f7b97026aa2cda341b98737942fc69607bc6

Observation 3363a8f0-998f-4c72-b827-e73420dc5e03 · outbound

This paper cites GUI for a Vocal Remover that uses Deep Neural Networks , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models GUI for a Vocal Remover that uses Deep Neural Networks , year =

Reference 75

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source=arxiv_source observed=2026-07-30T23:23:05.790051Z digest=sha256:98df4533505cc1a211a98d508076cb688de9461af203019994e7fd34f1af5d71

Observation 0ad26b7a-f602-44e5-ba3e-a870a1f6bb23 · outbound

This paper cites MVSEP MDX23 music separation model , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models MVSEP MDX23 music separation model , year =

Reference 76

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:23:05.793216Z digest=sha256:7146ceead848f52fe9847c28f127c0edfed5c2f64d3171f2c7a29e3b021c1b34

Observation fdad9d5c-c216-49e6-be5e-76af2ab9dc58 · outbound

This paper cites MVSEP CDX23 Cinematic Sound Demixing , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models MVSEP CDX23 Cinematic Sound Demixing , year =

Reference 77

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source=arxiv_source observed=2026-07-30T23:23:05.796340Z digest=sha256:7f58cc2bfda5dd625dca258d325c65c805d7eafb9657dbcc2b62ab8416744781

Observation 1abef931-a408-43a8-871c-a13f02a1e068 · outbound

This paper cites Music Source Separation with Band-split RNN.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Music Source Separation with Band-split RNN

Reference 78

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source=arxiv_source observed=2026-07-30T23:23:05.799410Z digest=sha256:7765e7f861068b785ff1aea246a2f8cc8b84adc44b76c9e57afa927df01ad23c

Observation d5523b4a-f970-46f3-b663-614d980d47fd · outbound

This paper cites Kim\_Vocal\_1.onnx , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Kim\_Vocal\_1.onnx , year =

Reference 79

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source=arxiv_source observed=2026-07-30T23:23:05.803222Z digest=sha256:1308ed1bc97bf8ebfb5ff10f6a8ca6c21f0b30c9ba2eb31caae071a44568995c

Observation dbcb5941-c176-45ec-a139-c44b638eaa21 · outbound

This paper cites Kim\_Inst.onnx , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Kim\_Inst.onnx , year =

Reference 80

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source=arxiv_source observed=2026-07-30T23:23:05.806204Z digest=sha256:676ed8b4a4425691df37a95333f7f1c44a8182a1841b2afd1e2517b1404eea06

Observation 974da45a-ae07-4156-950e-82a19e22c1ea · outbound

This paper cites UVR--MDX--NET--Inst\_HQ\_2.onnx , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models UVR--MDX--NET--Inst\_HQ\_2.onnx , year =

Reference 81

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source=arxiv_source observed=2026-07-30T23:23:05.809409Z digest=sha256:5550312621ec4b82c4a401fefc0b16650c522877bff985fed4fd6ecbb0853901

Observation 21af675e-5988-4456-ab11-6db05a8496d5 · outbound

This paper cites Demucs Music Source Separation , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Demucs Music Source Separation , year =

Reference 82

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source=arxiv_source observed=2026-07-30T23:23:05.812424Z digest=sha256:dac760a4fb97c88e6cf67486732b2f8a5cb484b7245bd95033616e8649e0af3f

Observation 516b5f7b-efc1-4262-9798-c834390dc750 · outbound

This paper cites LinkNet: Exploiting encoder representations for efficient semantic segmentation , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models LinkNet: Exploiting encoder representations for efficient semantic segmentation , year =

Reference 83

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source=arxiv_source observed=2026-07-30T23:23:05.815331Z digest=sha256:7b42c2fc0eb189a718165694a0b930eb8b4a87f41ff55e6007192b829e87548e

Observation 72da3ede-179d-4c84-9845-730c6148da26 · outbound

This paper cites 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , title =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , title =

Reference 84

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no resolver link, observed 2026-07-30T23:23:05.818338Z

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source=arxiv_source observed=2026-07-30T23:23:05.818338Z digest=sha256:dfaa287b23c76ad3de2ca1cee4ca183b8f69081cbf0491c30225ff41dddf97c2

Observation 79439d6e-29c7-4f0c-a1e2-52dafa0d92b0 · outbound

This paper cites Weinberger , booktitle =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Weinberger , booktitle =

Reference 85

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source=arxiv_source observed=2026-07-30T23:23:05.821281Z digest=sha256:3690d22d7b3c84fc88724449ad9fd85b9ceb6a207ed120eac0216814025ce176

Observation c8f3f97f-2f24-4c79-ae42-6e286a348caa · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models PyTorch: An Imperative Style, High-Performance Deep Learning Library , year =

Reference 86

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source=arxiv_source observed=2026-07-30T23:23:05.824325Z digest=sha256:991544c8c5fbf47f3dcb7c7fca29cfacff0510ad291af21d8f5753e27ade5470

Observation 10b1e2d1-a20f-49a5-b9ca-790f3e71f3cb · outbound

This paper cites Ronneberger and P.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Ronneberger and P

Reference 87

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source=arxiv_source observed=2026-07-30T23:23:05.827358Z digest=sha256:5934c00a5a997b10e00a55d31519b3db33c3361b1651c04cef12964ed10532b2

Observation 5a9663ef-4f6b-4e28-9789-23993a986504 · outbound

This paper cites Music separation quality checker , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Music separation quality checker , year =

Reference 88

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source=arxiv_source observed=2026-07-30T23:23:05.830162Z digest=sha256:e1e63fa4d51fea0b70613b2f348b354885b4a93d10025ee3e9f04749bc5fa7f1

Observation 2a429d2b-68be-474c-8f50-45b5fbdc7740 · outbound

This paper cites Benchmarks and leaderboards for sound demixing tasks.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Benchmarks and leaderboards for sound demixing tasks

Reference 89

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source=arxiv_source observed=2026-07-30T23:23:05.833812Z digest=sha256:3400addfe12da5f07327870dbe752bd263673ac1fbbbd1f13cdc70c378816170

Observation 6f099311-bc5e-47a7-8b77-6bbbddd6f64c · outbound

This paper cites Journal of Physics: Conference Series , volume=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Journal of Physics: Conference Series , volume=

Reference 90

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source=arxiv_source observed=2026-07-30T23:23:05.837100Z digest=sha256:967ddf49c3524b3405f8dfdc67f119d7f996166f6a9fa4ae9add5d45fa53e94e

Observation 16b7b684-dbe3-4c7a-93d4-bb2b88fd7e8d · outbound

This paper cites Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR) , address=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR) , address=

Reference 91

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source=arxiv_source observed=2026-07-30T23:23:05.840048Z digest=sha256:6aa55cf37f27944e1b1935077f8ba18df205d1ce97a2334478c7bc117e33b167

Observation 6f7d68ed-5d0e-4479-b7bf-c5d21a96f6c9 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models International Conference on Learning Representations (ICLR) , year=

Reference 92

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source=arxiv_source observed=2026-07-30T23:23:05.843096Z digest=sha256:e20aec3999b65d17f425391dad077c006cb2ff6341e7bbe51af3a4b3d170cf9b

Observation 2f552f5d-c434-40a0-8d10-5ae088653650 · outbound

This paper cites and Vera-Candeas, Pedro , title =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models and Vera-Candeas, Pedro , title =

Reference 93

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verified exact
doi, observed 2026-07-30T23:26:00.032265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-07-30T23:23:05.846472Z digest=sha256:1ad311a8eb72141b4a7e6a7668bbf351ef50c974225177f7684d30fac0bbe4e7

Observation c8170359-e50c-4533-b472-cd56c39dd997 · outbound

This paper cites Proceedings of the Conference on Fairness, Accountability, and Transparency (FAT* '19) , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the Conference on Fairness, Accountability, and Transparency (FAT* '19) , year =

Reference 94

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source=arxiv_source observed=2026-07-30T23:23:05.849606Z digest=sha256:3789f92bae45c3ef13e6a0392dd9d3b5a5de4db86b29bf4b1e8254aed285b034

Observation 386e6a11-808f-4c16-9e51-d224b6bf4af6 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 95

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source=arxiv_source observed=2026-07-30T23:23:05.852646Z digest=sha256:9db1bef79ca51779da12e422070bf9d04f6abf2d1030dae8b1ce2e2bcf5102ca

Observation 781d0374-cdec-441f-8b5b-f2b72bb48ec5 · outbound

This paper cites IEEE Transactions on Audio, Speech, and Language Processing , volume =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models IEEE Transactions on Audio, Speech, and Language Processing , volume =

Reference 96

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source=arxiv_source observed=2026-07-30T23:23:05.855606Z digest=sha256:642724928ceb197bdc9e936e7470ba68f6ac89b0587bd0693125648c7a4eb524

Observation c1e658f5-ca3a-478c-9c26-189def3e3ad0 · outbound

This paper cites Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , year =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , year =

Reference 97

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source=arxiv_source observed=2026-07-30T23:23:05.859159Z digest=sha256:37ed0bb5df1a5eb4300f33ac46682ce5a48b3cd277fd9faf8ae34e12aa95ea7d

Observation b7f6289b-4aa2-40b3-968c-a2e3021da7c2 · outbound

This paper cites Evaluation of Quality of Sound Source Separation Algorithms: Human Perception vs Quantitative Metrics , booktitle =.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Evaluation of Quality of Sound Source Separation Algorithms: Human Perception vs Quantitative Metrics , booktitle =

Reference 98

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source=arxiv_source observed=2026-07-30T23:23:05.862116Z digest=sha256:81baab78d0aae6cf6e2e0d96772acc81a6d0d47dcd5aac9f1580f707c8325917

Observation 09b39d2f-4335-48fb-a206-fe7f4f7c9ca9 · outbound

This paper cites and Hummersone, Chris and Plumbley, Mark D.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models and Hummersone, Chris and Plumbley, Mark D

Reference 99

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Source-reported events for the cited work

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source=arxiv_source observed=2026-07-30T23:23:05.864987Z digest=sha256:8098aaba5d42359b3ca4f167f4d6c7c7f19d15e2839cf52f913c23d2c8db8574

Observation bdb1364a-426f-4886-b52e-05e269edd640 · outbound

This paper cites an unresolved cited work.

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models Unresolved cited work

Reference 100

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source=arxiv_source observed=2026-07-30T23:23:05.868036Z digest=sha256:938ed4dab83d8442c656c7b4101f3833d5eed6fa17457b6fb614e1efa6d63e00

Pith citing papers

No inbound Pith citation observations are available.