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Paper Citation Record · LEDGER

Multi-level SSL Feature Gating for Audio Deepfake Detection

As of 10 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2509.03409.

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

pith.paper-citation-record.v1
2509.03409 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:59:01.333973Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

67 of 67 outbound references displayed

  • verified exact14
  • verified fuzzy4
  • unresolved41
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 70a3a754-a25e-448a-be67-c7bbb01473c4 · outbound

This paper cites Mohammed Abdelmajid H.

Multi-level SSL Feature Gating for Audio Deepfake Detection Mohammed Abdelmajid H

Reference 1

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.606750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:58:58.376416Z digest=sha256:349697ccd165e8d5efbcceb3d673fa015e7806a3c96de70d2ca4fb0a51df03ee

Observation ec2779f5-8eac-4f1f-aabc-8ba2cfa2fa63 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 2

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unresolved
raw_fallback, observed 2026-08-05T10:59:03.197130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:58:58.468204Z digest=sha256:c44931e0e2a20063f44ce657843bbfc0ee57a5c9535cd94335cc134da38ff5ef

Observation dfdd3aa7-afcb-410b-9b4f-eeaa18504106 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T10:58:58.585880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:58:58.585880Z digest=sha256:2699941de0fc3e75bbcdb712373ef81ca8328cd092ef004533716db92b8c8d66

Observation e95c6a91-23ca-4d71-ac58-74eaafb05fe1 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 4

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T10:59:03.181277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:58:58.781075Z digest=sha256:5d1be66b767d4fc8ed5572da61368d0285a91c9538e4a180e45142e3b8e1e6fe

Observation 24dcd0aa-43d6-4680-9e2f-b4f6c7802d3e · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.166165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:58:58.945083Z digest=sha256:7379147bf30d722d27bad2eda42ecca5e6686162cf47a05466c6c415561f8427

Observation e7c131d0-1e74-46e7-b2da-2487db74eb91 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T10:58:59.124985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:58:59.124985Z digest=sha256:5f6b45eb01058a53d610907ed4e583639328d95356de142453c8fd0cfcdd9077

Observation fb0b1fa3-8670-4593-980e-ea96c96ad305 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T10:58:59.241667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:58:59.241667Z digest=sha256:a13d09c76aea9d0baf31aebc91da2f1376dc22a504de943d14acf0daf76d4601

Observation 39f8c3bf-be5c-4b83-a388-116d5524a1ca · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 8

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T10:59:02.691629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:58:59.578099Z digest=sha256:536698396c5951d9d12f4b2f1a9fd411adfa05adb64098b602e2d1462c47e373

Observation d9be5adc-0077-444a-bc33-32bd4e8b3d2c · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T10:58:59.776561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:58:59.776561Z digest=sha256:baaf0ee1328ccb5de35eb7de41d2d1028946c458e1f33e3e7140fce8b917beb2

Observation 25e337e5-dd70-463a-8864-17faa637a7d5 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.141070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:58:59.882918Z digest=sha256:e405144d29ff6f6d24314a51972e5777f177f76a91ba122c52bb31bb0e1809ce

Observation c6913d83-1510-4163-b1a4-dad8cc3203ad · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.125221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.065096Z digest=sha256:00d6d692f2e7e9fa26333c2b9b26f4c86b802f671c7a2316d1a5ef40b849cd92

Observation 4876bf17-d079-42a3-811a-15b825769762 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.110602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.134894Z digest=sha256:90534748eeff687d985ff403581cc63f68ba66b873a48ea065b435ab33e82395

Observation efefd966-d519-405c-9f55-9a8fa3f866ef · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.414150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.414150Z digest=sha256:415b6e838593320083fe056af800168ed828c2f5c21f5e701898c3a6982e2aeb

Observation c91cfbc4-b37e-4c28-adfc-23d91f2d992d · outbound

This paper cites Edward Suh.

Multi-level SSL Feature Gating for Audio Deepfake Detection Edward Suh

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:59:03.095329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.495766Z digest=sha256:c60bc55d4c450921a013b5b7c600f482071688ccc0ee23224b4410056679d65d

Observation c04ff60f-5606-4fa1-943f-536619b251c5 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.677506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.677506Z digest=sha256:c3e2bc6b32d8d5aeb84bf4f16349a0e43d7ef2c2579f6c56f2d935aa74e56bae

Observation bce340b6-db57-478f-817c-b5b099288daa · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.066088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.681471Z digest=sha256:e86bd9798d42f6f0735b159e34d0ef4a50c0ece96a5c2c8c1f2c79bdf779f02c

Observation baf8e5ae-0d31-4dc4-b9e6-32a94e04eff7 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.699343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.699343Z digest=sha256:f04e57e1a68aa1c74df87bbdd0404b599a6d76a387fbb9102387dbd5e6e74584

Observation aa6ecbed-23b1-4331-be5a-13487ff8a108 · outbound

This paper cites Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection.

Multi-level SSL Feature Gating for Audio Deepfake Detection Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.706891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.706891Z digest=sha256:eb47f686aee58b05e727c06df95937586414d68bd9b3ee80cfd6505e254a5176

Observation ab18702a-f3d7-4af9-85f8-de8b41f75529 · outbound

This paper cites Sahidullah, Héctor Delgado, Massimiliano Todisco, Nicholas Evans, Junichi Yamagishi, and Kong Aik Lee.

Multi-level SSL Feature Gating for Audio Deepfake Detection Sahidullah, Héctor Delgado, Massimiliano Todisco, Nicholas Evans, Junichi Yamagishi, and Kong Aik Lee

Reference 23

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.565783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.711067Z digest=sha256:9b909555a24476ec10287ce070cdc09b463fcf400029726a35bc4838e2032957

Observation 6961914d-d8cd-407a-81b9-ecc63b1fbc81 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.714863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.714863Z digest=sha256:1d70d9cb619a12ac4a9d960feff184adc4e08279a893738cef3eacce72fdacbd

Observation e7b0d161-e004-4dc4-b13c-7074966bd8cd · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.041590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.718975Z digest=sha256:509f4de9ebb374ed5e4aeb5dede7e05e539f0896be1bfa0ba6003e7984f34381

Observation 75620fe9-f244-4a32-b206-01ebd800b395 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 26

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T10:59:02.220927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.722750Z digest=sha256:a56aa7596f09b11a67ba380635e2d9109bc6905b219baef26dd606b6318aa86f

Observation f8510dec-82a8-497e-863d-541a38b34675 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.551425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.728115Z digest=sha256:d020966e9995a973418ae8948bab23ec814b7d8db26c5255736de7628b2859ba

Observation 47aa2563-e213-419e-86ac-88f64b695f52 · outbound

This paper cites Are audio DeepFake detection models polyglots?.

Multi-level SSL Feature Gating for Audio Deepfake Detection Are audio DeepFake detection models polyglots?

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:59:02.140764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.736216Z digest=sha256:03c6246d05689073ca8f1ce1de700e705a0d556755e8a74236eed536271f66d8

Observation 2bffd7b7-7b13-431f-bda9-04e44b913968 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.537558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.883848Z digest=sha256:7fda902bdb9d7cfd1cd021bb7b1a0ac4c7a2b962639eb3444e6c41def2ebe525

Observation 564e007b-9d78-48cf-b02b-7dbc7f8b142c · outbound

This paper cites Müller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren Gölge, Thorsten Müller, Piotr Syga, Philip Sperl, and Konstantin Böttinger.

Multi-level SSL Feature Gating for Audio Deepfake Detection Müller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren Gölge, Thorsten Müller, Piotr Syga, Philip Sperl, and Konstantin Böttinger

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.959582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.959582Z digest=sha256:e064bb3ef974cf5c3684ec70a40ab86c2c53ca05d667d7e351034d7e001cceb0

Observation e6f1ad7a-1224-449e-920c-33c266d65fda · outbound

This paper cites Sailor, and Qiongqiong Wang.

Multi-level SSL Feature Gating for Audio Deepfake Detection Sailor, and Qiongqiong Wang

Reference 32

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.523882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.035303Z digest=sha256:0ed93fe94a6a7a3c65736dd4da991681b7cd0b06c5d51efef63fc921f9214c6d

Observation 13e73ffc-7ee1-4ead-8369-10894a9b7836 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 33

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unresolved
no resolver link, observed 2026-08-05T10:59:01.112098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.112098Z digest=sha256:c56a8f58adedd5942a1946cedc4ec97e7409b8da86b0620b9e5498ee51a715e0

Observation 629bacbf-6d83-4f5d-b6e4-16758478c6ec · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 34

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malformed identifier
no resolver link, observed 2026-08-05T10:59:01.190658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.190658Z digest=sha256:cdf9fcec0fe2485170b652c6c1db858baafc80fd8df750080652b03b73b453b0

Observation e8f0e911-4d31-4238-b34d-12a0a3b9554f · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 35

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unresolved
no resolver link, observed 2026-08-05T10:59:01.196102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.196102Z digest=sha256:3a46cae721aa28a7c1fbb82433484109ec27484e322bc5e178a90d9aa13cad88

Observation c0e7def1-c9dc-4f3b-8504-448f0f51f1ff · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.501391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.200136Z digest=sha256:493c19346f16f2436f925292aa94dd2f40291c376196040713119450d3713bcb

Observation a28e00cb-d0e5-47d9-8c61-1b8a6ef16342 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:03.026135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.204240Z digest=sha256:b0878902a8699c98a0c3e8bd6b39408543d9fff89b4ccb79cb91e957c3add714

Observation 2c492d32-5a78-4a81-bd6e-8f75a8aa9ad7 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:01.208075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.208075Z digest=sha256:cd13d404a0bb4bdeec8fe7aa975c7b906d2039ae6a61dded2f952354d527e06d

Observation 1ff3d546-1145-4a50-b0a4-fbe67f02f640 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 39

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T10:59:01.919381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.212023Z digest=sha256:bf5c75aad25890df8f90d27a6e99617d53b483cad63eafede4ef85380d6f3900

Observation 833e6f7a-5942-4645-bd92-14c8655fd690 · outbound

This paper cites Gomez, and Antonio Peinado.

Multi-level SSL Feature Gating for Audio Deepfake Detection Gomez, and Antonio Peinado

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:59:03.010700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.216413Z digest=sha256:25061895632edfb115cdb82e1a6f4a3acfd4e20857db88e7cfe0d720c5de2ae7

Observation b033aba7-5620-4547-8a06-32861d4ad485 · outbound

This paper cites GLU Variants Improve Transformer.

Multi-level SSL Feature Gating for Audio Deepfake Detection GLU Variants Improve Transformer

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:01.225944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.225944Z digest=sha256:f3f743bbbcf7eec26738eeef740cbe051a0864f9a26ac98343bac3d31644c895

Observation be81ec7c-a81d-468c-a91f-b2c85c2a827d · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:02.996227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.230038Z digest=sha256:1dfb470b68dd1f9a4a8f7f319072e3108b2959694f5eb681d99c2aa99a9c0072

Observation 92201cee-d660-43d6-b7d6-d2a5acdeba25 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 43

Resolution
malformed identifier
no resolver link, observed 2026-08-05T10:59:01.234115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.234115Z digest=sha256:573ed5949d6ae57a50e7f2fd02d5fb338a932fdf4c8538da3b7fa65ec9dbd9bc

Observation 4726e2f5-b829-4868-a5b3-3cf9c0678e88 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 44

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unresolved
no resolver link, observed 2026-08-05T10:59:01.237651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.237651Z digest=sha256:c1dd5f918599c38bf81a3aeec1b476270b08a483338118162997f7c8d5edde20

Observation e3dd4997-2d47-4174-a886-33cbea99a7d8 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 45

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doi, observed 2026-08-05T10:59:01.455725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.241466Z digest=sha256:cd5620f5819243cd2cd2ff0e1b24706ae76cf10f010c5a60a261eefe31cbcc62

Observation 1425620a-6c85-4b56-8749-ea3b843f9f47 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 46

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doi, observed 2026-08-05T10:59:01.443020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.245450Z digest=sha256:0ce5f65cee57157d482b77823a727bdb799f16887f2252916ad488ad21a8a8e6

Observation 73f6068d-5923-4f77-a60d-ea978dc0fb6f · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 47

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raw_fallback, observed 2026-08-05T10:59:02.981766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.249313Z digest=sha256:cf8f16f5ce86f2640cef3c18554ad0947048b36939f399a619ad009796c2f036

Observation e1471e9f-1b0e-4eb5-9a8d-07a4804c5293 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 48

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malformed identifier
no resolver link, observed 2026-08-05T10:59:01.253205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.253205Z digest=sha256:9d1abc57d9983264d840587a6c7b740dfd261c0856896a31b797bdac05ea624e

Observation 36b38be4-ae5d-4158-ac6a-f51be9bdac4a · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 49

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verified exact
doi, observed 2026-08-05T10:59:01.420439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.257102Z digest=sha256:005ab2067b7f1827e692c526f378ff37a566f4cb280137ab6223303620051fd5

Observation f8ac11b8-e12a-435c-9f3e-033930ca5b9c · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 50

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unresolved
raw_fallback, observed 2026-08-05T10:59:02.967207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.261104Z digest=sha256:f21cc877ce367ff95aa42521b64ab1b0796f330cc793adbde288c1a4c8016267

Observation 4bc8f30e-d45f-4eb1-9d2c-ffecc5e96a0d · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 51

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unresolved
raw_fallback, observed 2026-08-05T10:59:02.951872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.264875Z digest=sha256:65f8c797d6b305bc6e34dff54652706f828ab5e1efc77b93cb3b106f1c26868e

Observation 5000bb91-cc2e-45b2-92ef-26e01909c7dc · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 52

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verified exact
arxiv_id_nonexistent, observed 2026-08-05T10:59:01.816029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.269099Z digest=sha256:ebd2f0eff033d76f7d2491488fe0fc64112a55529a786edb1a80f5ca2ae00fb3

Observation 9ce98aee-96b9-4c34-9876-eacf6707c15a · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 53

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unresolved
no resolver link, observed 2026-08-05T10:59:01.273387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.273387Z digest=sha256:ec4da6a1d858408df51ce85c9b65c34aa5f827a0e34dac4633ff8c6d58529361

Observation 2d595b3a-bdb8-48d6-9b0b-77b9b539229c · outbound

This paper cites Kinnunen, Nicholas Evans, Kong Aik Lee, and Junichi Yamagishi.

Multi-level SSL Feature Gating for Audio Deepfake Detection Kinnunen, Nicholas Evans, Kong Aik Lee, and Junichi Yamagishi

Reference 54

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unresolved
no resolver link, observed 2026-08-05T10:59:01.277087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.277087Z digest=sha256:81b4dc1fa64965608c8af21cec82360100f64ca49a9333464678b5d6bcf78f8e

Observation 1cfe47b6-151c-46e8-b463-6029a5bcde57 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 55

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T10:59:01.773484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.281128Z digest=sha256:17a2771256cfb11c1b72bb5e1c2f0dd1ba50d809a66afc78735b7e36e35710c2

Observation 389e2e47-e9fc-4777-b1ca-03794e3dd5ad · outbound

This paper cites Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0.

Multi-level SSL Feature Gating for Audio Deepfake Detection Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:59:01.702301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.285190Z digest=sha256:188cbe0181a00161228e7c2d7d0f2c69e702d46cda8c1d15f942abd840a61dfb

Observation c9d26fe3-8439-495a-ac79-594ef50cd7f0 · outbound

This paper cites Sahidullah, and Aleksandr Sizov.

Multi-level SSL Feature Gating for Audio Deepfake Detection Sahidullah, and Aleksandr Sizov

Reference 57

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no resolver link, observed 2026-08-05T10:59:01.289936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.289936Z digest=sha256:8cf0466be48393ea2f0088dc1a834ef3c126425c7a995e3e8e8cd7d926f290eb

Observation 64cccba5-08df-443f-af78-f940ae4fa92c · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 58

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unresolved
no resolver link, observed 2026-08-05T10:59:01.294095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.294095Z digest=sha256:3b58a400d65635a850a77bbda41e7caccbe1b82fddb04164cfdffe7c28622dd9

Observation 4157bf49-ae4f-4843-a698-350c3d290633 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:02.926695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.297985Z digest=sha256:770f2c011045f530c2948a88c69daf1a03d22bd6afacec2b0dfb4fb7f53efc04

Observation 77211ecb-8ddc-4e2e-a4d3-8f15a928cb35 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 60

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unresolved
no resolver link, observed 2026-08-05T10:59:01.302217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.302217Z digest=sha256:9ce1763fcbb587fcaedaf71af801c47bf3e9cb7f8cc53c9c5f8c11c229e58d78

Observation 5fcb50f5-d89a-4a8e-9cd4-ca88c89f4a0a · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:02.909961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.306055Z digest=sha256:2458e0a48e8158668e7b2a9490e0154bef429c1ba43fa89dc9b0da8f17f2dacf

Observation 3fae67a8-5e76-4e76-b846-262b4dbb8392 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:59:02.895607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.310126Z digest=sha256:af3eb5ea16daf2c212f9d8ed0e7131302b6b70507db02ab5776ae53661789bb3

Observation 9b6405fc-4bd0-464c-8dea-19fb36d2ddf1 · outbound

This paper cites What Spoofed When.

Multi-level SSL Feature Gating for Audio Deepfake Detection What Spoofed When

Reference 63

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verified exact
doi, observed 2026-08-05T10:59:01.369826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.317816Z digest=sha256:9e89891ca13ff8630d9774c64a618620abc80296e5b629f76d1c09ecfaac5b01

Observation 286e7735-dc13-465d-946d-9791e9f82462 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 64

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unresolved
raw_fallback, observed 2026-08-05T10:59:02.880097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.321523Z digest=sha256:0231890d7707d350c5cd846eba023ee51eb572c9b3bfeb0a2d32c792d0ea73d4

Observation acce549a-6f17-4e5e-97ce-77fbc20b6875 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 65

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unresolved
raw_fallback, observed 2026-08-05T10:59:02.849416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.329669Z digest=sha256:a6ca46c3c24c2c7a5897168510e39158f06201b601de5e54d2233db626bb543d

Observation 9dc45353-aa8d-464a-ae2c-9ebbee169860 · outbound

This paper cites an unresolved cited work.

Multi-level SSL Feature Gating for Audio Deepfake Detection Unresolved cited work

Reference 66

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unresolved
no resolver link, observed 2026-08-05T10:59:01.333973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.333973Z digest=sha256:05717ef400741eff964e16147e86ad34e17649beb3cd9bf2fc69354a51bf850f

Observation eaedc349-b63f-43c0-9788-84392a80cc1c · outbound

This paper cites doi:10.21437/VCCBC.2020-14.

Multi-level SSL Feature Gating for Audio Deepfake Detection doi:10.21437/VCCBC.2020-14

Reference 67

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unresolved
no resolver link, observed 2026-08-05T10:59:01.313929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:01.313929Z digest=sha256:1711d582d2292ac2e9f36835eaac9fd93b5bcf4d19d61ed08e8cd3a9f77c8219

Observation 69abd97e-8b15-4356-af24-45daf011bc2c · outbound

This paper cites In Interspeech.

Multi-level SSL Feature Gating for Audio Deepfake Detection In Interspeech

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:59:02.864211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.325452Z digest=sha256:7d014998c8e71a04201d0a88ca69f6b1eaf216d34e3f651ae4fdf7ff1c040769

Observation 5a22f940-69b5-418b-9f43-5aaba5c7fe7f · outbound

This paper cites In Advances in Neural Information Pro- cessing Systems, H.

Multi-level SSL Feature Gating for Audio Deepfake Detection In Advances in Neural Information Pro- cessing Systems, H

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:59:03.080956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:00.568305Z digest=sha256:13031f8680f19c353965084614b11590868949970e7ac1328f3a28495bd740b8

Observation 2534837e-ad54-4952-bf2a-39b83b89ceb7 · outbound

This paper cites In Interspeech 2020.

Multi-level SSL Feature Gating for Audio Deepfake Detection In Interspeech 2020

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-05T10:59:00.218111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:59:00.218111Z digest=sha256:42ec05950258ba25d309ec17d0613224703f84fe1038197913da40f1479c3831

Observation 2a58cc90-5081-46af-8498-b0c92ee60291 · outbound

This paper cites In Interspeech.

Multi-level SSL Feature Gating for Audio Deepfake Detection In Interspeech

Reference 2023

Resolution
verified exact
doi, observed 2026-08-05T10:59:01.478158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T10:59:01.221530Z digest=sha256:1145a532204a63de1e57e0cbfab7ca563f83a6af95df2b00bdbdcd5aa594661f

Observation 31646d2f-6be0-4ebb-bafb-e0f475460f17 · outbound

This paper cites In Findings of the Association for Computational Linguistics: NAACL 2024, Kevin Duh, Helena Gomez, and Steven Bethard (Eds.).

Multi-level SSL Feature Gating for Audio Deepfake Detection In Findings of the Association for Computational Linguistics: NAACL 2024, Kevin Duh, Helena Gomez, and Steven Bethard (Eds.)

Reference 2024

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unresolved
no resolver link, observed 2026-08-05T10:58:59.430292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:58:59.430292Z digest=sha256:4365f46e3d137dbd9b5ed5520d53a37708dbdfbc8e9d894c422e9de1acb5a7e4

Pith citing papers

No inbound Pith citation observations are available.