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Paper Citation Record · LEDGER

Multi-level SSL Feature Gating for Audio Deepfake Detection

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:58:58.376416Z digest=sha256:111eddba55f25cddc3da97afc8a60ddd4fab84d7cb2f649da29d327cf0aa5dc7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:58:58.468204Z digest=sha256:3324a0ec45e21cb9cab95cde67887eb62a1511b2ea665b9f608eb6b9c14aa105

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=sha256:9426f1e3e65bdcf19b342d2b4774eeb876b13aee174829395c0a07955be30abe

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:58:58.781075Z digest=sha256:d4dc3395d9b25d96533667e5dd90aae3ed0a027db0e272bb80f6defd19155357

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:58:58.945083Z digest=sha256:26a5d530e0a8b75d58d1896893e787068ca1b082bce4b483257dc930efff3c91

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

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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=sha256:2a74e9a27aa56653a8ab04b5be97adef6cb0ff6c20bba9f4123b5e84a3ede9d4

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:e468c1ccf5dcbd5d5f2a5234487af2030a1dce047716b17fe85f599fe0aa64dc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:58:59.578099Z digest=sha256:135e4bb48cc575d0d53a3724d4813eb164c8f3a67f13744345d62a22f8d78675

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

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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=sha256:459ccd830514004ed1d04cb7182f25429fb0b61cce50f4e66f3cf64f890b6cf3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:58:59.882918Z digest=sha256:f47122ada3150dca8493e989709a730000a8a7eb12a7a4f696a85d33868f7774

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.065096Z digest=sha256:ea345ae2c30a51dafbc5a0acfb9da64fd7259f6a4ae0f0058df848548343c8ad

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.134894Z digest=sha256:b9d77964380a7856e746b1f85b7df5f7fb5c3479265628a01bdb0ce857f5740b

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=sha256:248fa8a02bec94cb3218166be9fd032021fc200f75bc2fd8ace57f301464120d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.495766Z digest=sha256:9c9fd5166528a58b3aad72a44b9735f6129dd2a4b7d272356d1da4d1b1740727

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=sha256:790b7934d09899f7274fbf0f599af4d97d39b5d97814525d5bbc9e2f40a28083

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.681471Z digest=sha256:7104800d6e01942bde165712b4e56e32b092d844ed135fb0c84dad8714d6ce2b

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=sha256:4272f481a044f8e7ecaeea25921f50d6ac3b1f8be2fee903d843d9336fc83a04

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:ffafe0adf26ea4670d82403de50f405fee11a321bcfec513edc5ad8ddfa1e718

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.711067Z digest=sha256:e6c5853b3be05d015a3adfd1c80f3e6f29cea81dfc5979959eb6224e110a3abf

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=sha256:4e25fd626ede6285682beec0144f7040a794a99d2ad4fcaec225e6c69f05c956

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.718975Z digest=sha256:3078d741c1d74d988d46157a54d442b375438e394b1b9008efaa1ecee1df0eaf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.722750Z digest=sha256:144aa086ca41590d3bb16b2f4edd782b212deae141929b19e4be1ef3c05ccd08

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.728115Z digest=sha256:56b4ae7a19a67315fa9df676035b7ab586f9d916029f2fc20ed6c48d162bba33

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.736216Z digest=sha256:1c979cab527cb97ed00dcc70bef50ce57bbc6863d86e93ced15f87c68252d191

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.883848Z digest=sha256:713c3be1830b4191af1d3e385c0e49de317949c0f1b0a4cfcd9645735eab6d93

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=sha256:31b64b57c6fe23828e061b1ee5de3abbe7905cce27e92b52668d536463fa69bf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.035303Z digest=sha256:9f5901f9e552868534d59e371c8a82370e847976c9d10eb7ecef7c45b1b735b6

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

Resolution
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:fa99082597dbb3885e6c7af32488effc4ff332dc67c783403aa3efebcd038afc

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:deb33648963a3b46ab3292c8482b8e5024f1d1a36403ad3542943fcd42e50b41

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

Resolution
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:a3d77733cb310a6075d4a96f3e4fd6ebd1a4695e9d3abf4a5796d23311eaff46

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.200136Z digest=sha256:c7d98f85b59465f65b941b054e7cba09cb9145862b0617c66127efa55cb8f0f2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.204240Z digest=sha256:f12bb7b56fd03985452413e7bd33202593ebd1be1d562fd9ee63b1e454bb42d6

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

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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=sha256:7618ff0a93ffe00d4a55b0acb5ec082e77f07f14615d0050feaf747d96193392

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.212023Z digest=sha256:6150fda3d216c8a6c66b1c9c77824e05e763dff1e891cd5a1ae32d035befadb6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.216413Z digest=sha256:a67c50d807d92e5badeab23204c7e6367c94d7dc954ea285745fec403461f56c

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=sha256:4531b67f11b9e7a636167ec31938df1ce0c6091f3b2f089a7dd6c81b42dbcf22

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.230038Z digest=sha256:c92a57a9741141b1b4b162635c21db86e514984f8ba8712b897df59bbffeffa0

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:c29c0eb687f0044f4bfcaeb84652cf006cb2e062a9e54c2df50afb48cbee69b1

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=sha256:21cc23152e0d8775aa13285e398e35ee3ac7a703f4c6f24d07bf3d565d48494d

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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verified exact
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.241466Z digest=sha256:4f8cacf64a570e2b1373a67e697257f081e517a02bfcb178056e97a462e7f3e0

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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verified exact
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.245450Z digest=sha256:1813b573f38c58498b133222a9caa3da18ea365c932776043ae18b8b8b8ef648

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

Resolution
unresolved
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.249313Z digest=sha256:94ac42d0ae786fc1d6cfd5e9606d05f42818acee2aa3052223fb17628aea13e5

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=sha256:657aa68df56375b734e1e417bdb2ee2cf7aa731dd11298d3d78b298c1e4dece2

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.257102Z digest=sha256:6708d2dc68b535e5ccd064d937594ce3a3068f2dd90ed30845e4732dc057fd67

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.261104Z digest=sha256:21733ca2a11853466448ce6f993dfc6be5592437dbed930fa232e670e22b6220

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.264875Z digest=sha256:8982a46d93eeb32d1f984c58e82fd0d3973a08318bb3284ee8bde79df7bc5d30

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.269099Z digest=sha256:9751188cae7ca4a02da86fe55f2083fb6aff78d83c76aa6c620aee4d40eb417a

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

Resolution
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:fdf228a68996faecf07724bf6470e2e1ea556ecc33bf85b0d45c3bb92783435b

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

Resolution
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:b55993f259ce4f9c691215a24b9ddd333f16b34b5fa727874c3ef33c52319ffd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.281128Z digest=sha256:77b693486b6c435020506ab326a2e062503f6258e43b5d5aa33e2b8a250e5b49

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.285190Z digest=sha256:c03504d41815cc09a5819c7452c48ab9053806df9529b68061dde3ec19821a22

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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unresolved
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:b4be1dff7ecf075c6c407d2f58e39b9ae68d14964aeb42b8d58062c224fe9308

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=sha256:471f9f8ce74c7cdc7f63b58f057e4ee634f2bf76fba7bfcb923af96f9d316e7b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.297985Z digest=sha256:c3e6fb504f57d318ecb604b6e071c645122d27dd4a9252e3fcc23430e2c554fb

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=sha256:825be0dfdd55f71eb0fd2baa1812bf7f941873669827fffdc3c0b33102fff97a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.306055Z digest=sha256:67832ae6594b6f717eaf79338b8e784024def32471e8c4dde4eb18e9c809f27f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.310126Z digest=sha256:069b9b5a0abe7a4bbecc91a5e688a3d9a4f8566f33517f1a4eb1ec7070e9ecb8

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.317816Z digest=sha256:1266c66529bf960785c2aef408aaea0bf45fd15ca36b0a6535fc2c4aee878a7f

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.321523Z digest=sha256:3e5a788bfe972169e4389f5b30a543494bb5a53b4af1b607f665e133c203b6f4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.329669Z digest=sha256:eb2f6d83427f5de9b1edcffcbbee629dea7c203adfb8c226d782290c3b5f4887

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=sha256:9bd8dce37ae7acfa0f99ccd5f2e4d33e702b992e90a846faa7a60f97b02a35ce

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=sha256:6a25b6d1173e4ee0a1d7eeb5f81fb1de868bc2e4f2ae66e6ece9ce795f438bff

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.325452Z digest=sha256:5bc270c89b6081c34ef38a0272b18d3b90de8c388a9b503a1abd8b18817bbd6f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:00.568305Z digest=sha256:7283227ebab391fe47b8a36f149c30d6e83f18b61e75385ef9dfe5744c8a2467

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:cc7585804d5cdfd70039b43df649ef04e14d0e758284863bf35792074df1e851

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:59:01.221530Z digest=sha256:1f693150c0700923d8436f10c355100cd31cdcf080460450c46237a4b36c62aa

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

Resolution
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=sha256:7c771c76b5647839778ff0d86838709bf65a717a06344b332846352572f8804a

Pith citing papers

No inbound Pith citation observations are available.