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Paper Citation Record · LEDGER

Improving Generalization for AI-Synthesized Voice Detection

As of 11 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2412.19279.

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

pith.paper-citation-record.v1
2412.19279 v2

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:49:27.982194Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

80 of 80 outbound references displayed

  • verified exact2
  • verified fuzzy13
  • unresolved65
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f51d6bd2-490d-4d5d-8556-c67c59ff6d69 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.949324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.652285Z digest=sha256:f9fe2b67fef8a8493373b8d1b28d316bad31f66b1d1231f90516b2b6e3e2d65d

Observation 3bb6167b-8edf-4a39-aba1-b718353f8bf8 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.938520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.656277Z digest=sha256:752a23b9ac0ef8a5a47dba6eee62f1984c752d19b0b610ea888ea689d8709410

Observation 5a7cff16-7189-4326-8363-323c52aba64b · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.926520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.659687Z digest=sha256:d2430a5964f8d99d72e45bbbad18f77b20c2c32052dc71896d0f4d44369ef158

Observation 133400a9-7cab-4b86-92f3-67af1f9e3dac · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.915852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.663642Z digest=sha256:d76bcfafa0dfaac398d6983af279bdd0cf5619df50ea2f04e3b55b2ef4ae13a9

Observation 97d31980-8ebc-420c-a0ac-d119ac842f2f · outbound

This paper cites I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D.

Improving Generalization for AI-Synthesized Voice Detection I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.905186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.667180Z digest=sha256:f2b62d27281d8264ab1bc0cb6c596af7cc420aa077360157378ab50e77219e04

Observation 8f103703-c5fe-4231-8752-0373035e1798 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.893867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.670773Z digest=sha256:a23e501d0f000383130b0f252de9371ba93f239de54f61b54f9daf3a0008aa77

Observation 987c7679-59db-4167-a7d9-cb13c50023cc · outbound

This paper cites Efficient Non-Autoregressive GAN Voice Conversion using VQWav2vec Features and Dynamic Convolution.

Improving Generalization for AI-Synthesized Voice Detection Efficient Non-Autoregressive GAN Voice Conversion using VQWav2vec Features and Dynamic Convolution

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-11T00:49:28.143426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.674717Z digest=sha256:c76a3ace077f097645f783488fe6be4d6850fa07d1d426a878f83732b98added

Observation 1a7b74f0-b88f-488a-b86c-74816e39b3d6 · outbound

This paper cites J.; Norouzi, M.; and Chan, W.

Improving Generalization for AI-Synthesized Voice Detection J.; Norouzi, M.; and Chan, W

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.883649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.678890Z digest=sha256:81f9358271f67fb060aac06f1430b08c3e158267878a11139333abd4d5357ac7

Observation 0e953531-2952-4348-ac56-9245e9a87f0d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.872579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.683369Z digest=sha256:45c0fe950a6cc19236ce8cde930f9c8e9876965dbab05d97897a7389195c4138

Observation 9048811b-5ba3-4d76-a74c-77ae18cc8a88 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.861612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.687857Z digest=sha256:ce65e11fb767e1261de01cf38563fe59c5e74ebd3577487dcd659be2028fb85e

Observation 2c0ab07e-d417-4f08-a6f5-38609ff9d683 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.850198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.692009Z digest=sha256:50077bc3c7c68c71aee8e223b22cc215b46a14839365544655ca0492ce71abca

Observation df2e8bfa-c674-424c-b642-ae943623024c · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.838178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.696661Z digest=sha256:55c41cb83f5be3dbda3c74c292ec11e4fdfedc7bdcc9b8c8ccdceed810dfca5a

Observation 04a002ea-b669-43d8-b297-5cf545e4f338 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.825087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.700517Z digest=sha256:0d3da4ff3340ff61591597cefd2443a18d6c5acfee5601bd6df21c9fc4b1f0e7

Observation 962165ea-390d-4149-9922-d720db330657 · outbound

This paper cites D.; and Varadhan, S.

Improving Generalization for AI-Synthesized Voice Detection D.; and Varadhan, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.813237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.704249Z digest=sha256:b804db323b0bc541087148396b7c2881f9d7b74831452a72ef360003849d3801

Observation 8b95dc02-bd72-4986-a016-671011a65142 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.800254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.708222Z digest=sha256:0e46e86e67581e5e81e5e97e04c530431094e60f9ee70ecd9e3d0102b9e771d8

Observation 0378b65b-af1c-4a88-a7b2-e02282ad25a9 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.788942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.712144Z digest=sha256:d8d7066119b409b732822f83706c4b32c0a72a7314f32616b315a547b076a531

Observation ea599698-659a-441d-a6f8-608eaf9df276 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.777047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.716280Z digest=sha256:a3420470c3fd710a729c9806567ca0d4fb7cca727860c17af160bf819c863f07

Observation 2dabfed1-c443-45c8-82a7-0533dab94c8d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.720461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.720461Z digest=sha256:fc9920d2081530b2dced5a8b5ec3674e3a6eee231fa0090c2f0f14eb1f42202d

Observation 4c1f4663-3b5e-446b-a5c1-e5cdee00501a · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.758948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.724397Z digest=sha256:14be77ea75741e3986a23e8de3d64ea0aba76379b75920a87877caa75f6bc031

Observation b0c9fc52-5a2e-473a-a3e8-28da22cd9ac6 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.746200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.728412Z digest=sha256:90961a4eb964f8f32c0a94763dcd55d3a77a7be8d197b7d0bd08d10978c2e1fe

Observation 3d854d3f-a4d0-4373-a0b1-d13c3da6c72e · outbound

This paper cites Learning deep representations by mutual information estimation and maximization.

Improving Generalization for AI-Synthesized Voice Detection Learning deep representations by mutual information estimation and maximization

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.732131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.732131Z digest=sha256:179977972308374ceaa13fb1a32f29957f6f5d68db7b5deaa882ca738438025f

Observation 44986e3b-fc78-45fa-a012-3f2daf22df2e · outbound

This paper cites H.; Lakhotia, K.; Salakhutdinov, R.; and Mohamed, A.

Improving Generalization for AI-Synthesized Voice Detection H.; Lakhotia, K.; Salakhutdinov, R.; and Mohamed, A

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.733297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.736365Z digest=sha256:6681630da94dfc0bbff5491d321ada75e46c769435cbf0dc6bd627abacae8001

Observation 709b214e-f9e2-4bff-b864-7137b0e58a10 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.721293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.741075Z digest=sha256:e1fcb9fe328b4aee05f11e26cf290a0742a2145fab904647ad538792831f7847

Observation 01469bdc-a564-4d2f-b4b1-1a43fce40632 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.707915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.745086Z digest=sha256:074fd0bc633a9339d42e7538b7f0b19d2554622cfbc05060b4ca628a8d2f4c66

Observation b4a0f3e1-330f-4312-98e4-929b48fa017c · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.695679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.749215Z digest=sha256:a8b96e1e89f2c182043e24d30b98445978879ee2af95d3673fc478484cce1d86

Observation 330e9e74-b1cd-42be-a88c-a9d615402b6d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.683328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.753185Z digest=sha256:7050c5146e7bffc8159fd275585bcad1ad626eb9445d0485d76647e4b2e118b9

Observation 6b619916-43e8-45ec-8652-05e1c13d9300 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.671894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.757367Z digest=sha256:787ef52ac40fec4c1873cd7985d2c301e249512ee3b1131b9b8ec31b6257ecae

Observation f459be73-49c0-42af-8d47-5fd7d39c2dc8 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.660276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.766036Z digest=sha256:2e44d66572db65f2e52d0aa0c0a30738f40863ac328d9d115f55d91a681bc52c

Observation 437a9612-93d8-45fc-8b7f-d34d007ecc32 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.647815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.770268Z digest=sha256:e0431d4bafa4ae30a545d2c7add7d991b7e3ab95d4099a134d332097b2ffcb65

Observation e0ccbc50-5a15-41b0-a126-292cd3d821ed · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Improving Generalization for AI-Synthesized Voice Detection Adam: A Method for Stochastic Optimization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.774491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.774491Z digest=sha256:1a880e54dc468224e00bfc7382b152489674dc6671b33bfffb76abebd40e90ab

Observation e75a3d0c-f1f0-40b7-bdb6-40ff6c9eb9b1 · outbound

This paper cites B.; and Atwal, G.

Improving Generalization for AI-Synthesized Voice Detection B.; and Atwal, G

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.635805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.778627Z digest=sha256:7dd443cc0908cb25e2613ccabfa0834edcf23fb8026b31503a10cadac46d67be

Observation 3b19efee-b0f4-42ec-9b79-57324d7df62b · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.783041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.783041Z digest=sha256:eb0da5987cf565a106f68a0b349024e1e863991f0208d1835c6641a706f4a75b

Observation aa80cc6f-e88f-4306-abb7-cd094a59a474 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.615588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.787094Z digest=sha256:0aef16ee42be78d2d72e7ba5efd775cad01dafe6f0c6700e7e12b4665ea13aac

Observation eef69fc2-7ad4-4cab-b3ec-c67296ed2077 · outbound

This paper cites Z.; Sotelo, J.; De Brebisson, A.; Bengio, Y.; and Courville, A.

Improving Generalization for AI-Synthesized Voice Detection Z.; Sotelo, J.; De Brebisson, A.; Bengio, Y.; and Courville, A

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.602782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.791371Z digest=sha256:5b8e192fc45dd0fd4d9f43628e24e5df81b2b9774c75d6763addb8060c8544d6

Observation 351a5d45-bc7e-4d6d-b03f-44a732e436f3 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.589579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.795510Z digest=sha256:ca113c906f9872e85e508ec0c0d38c057b0fab7aad0e31c68dc4be687712e47e

Observation b01e7b22-8888-494f-a5c6-fdcc6008b237 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.578325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.799789Z digest=sha256:b549a8c807e5985872781929f06c8d0c8efce293e3535682fdb6311e3516603a

Observation 0270cb0b-9356-4384-8467-075e59677ac4 · outbound

This paper cites A.; Zare, A.

Improving Generalization for AI-Synthesized Voice Detection A.; Zare, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.568003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.803583Z digest=sha256:311c191b863054088fb9f92e0364888e601826daa49ab665d782a807cfb9df44

Observation 8ceeae2f-5d9f-4241-8a4a-3941cfbfd1f9 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.556532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.807956Z digest=sha256:eaa7f05789b3130d0141d8adde600b8695a7197b39a05f867a466db5148b2459

Observation 055adaa9-259c-4cc0-887e-1505aa4492fe · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.546262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.812306Z digest=sha256:c8d24f99c3a6224ad2c888892916ab6a58a7acd6ad6744a7469eec4bd4af7f12

Observation 1a7e2802-6dec-4ca3-8918-ce1f48f1ef63 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.534918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.816762Z digest=sha256:e7f6e7759a6cf4465bbc3835eb4f095cb3ded0a5610b07c7be61e23a57a90196

Observation 70c962ee-8125-4539-b207-7590a2ac4056 · outbound

This paper cites A.; Zhang, H.; and Dang, J.

Improving Generalization for AI-Synthesized Voice Detection A.; Zhang, H.; and Dang, J

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.522686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.820560Z digest=sha256:db21cd3154a12b8db59c3ab1c979fb1ae6fc5f26e40b40f1da7372059e64b3d1

Observation 7dafd4a0-060c-4a96-8be2-424773a2c7f6 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.510009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.824353Z digest=sha256:dd8bbb88de85f51c5833dd4b2414a5d1294e167499c59aa157080f66b7fa8980

Observation a4f28c6a-62a6-4e4c-846f-6f1f7631b4bd · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.497227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.828071Z digest=sha256:c035461773a4d9c427a58daad82bcd6a90691d8aad607fec3fe4216b9df95657

Observation 4d49e94e-bc09-44fe-b372-1f263f46d0d4 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.484503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.832198Z digest=sha256:21033c8728e1ad83c2e46e6a629e403ade3a25e2872b3bd681542b595ee8d656

Observation 7894b75b-e00e-4c80-b560-8b0da3aeaae9 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.472026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.835808Z digest=sha256:ee3d56c07579d0fa6944acbed45ef55bc856d57dd313bcfedcd47b4a8013bcb8

Observation 8c68bde6-c78d-4f27-9088-e948a6979376 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.460181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.839241Z digest=sha256:41a559fa310cea91b026f85b3403a0e75302b3d31f1fc1acc7c6121f64f32e8c

Observation 7e3fbeb8-0dc0-4de4-a479-e1c914e00c11 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.449203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.844241Z digest=sha256:a20902a4ef39297627bb745b7d86cf90700170f21c8c1243552bd4b447ae8f80

Observation 8756600b-a2ad-42ba-9761-68db09328321 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

Improving Generalization for AI-Synthesized Voice Detection WaveNet: A Generative Model for Raw Audio

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.847846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.847846Z digest=sha256:2c43e11720743c9f49572c6453c4ca5fc007128cbd4108d67f126987556ff996

Observation 29cd269e-569f-4e86-9017-65165c879a47 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Improving Generalization for AI-Synthesized Voice Detection Representation Learning with Contrastive Predictive Coding

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.852033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.852033Z digest=sha256:765bc983c47963e1ed609f75ab1e274b566226af9407aef782c881cea3de9ffb

Observation a46e3595-6b57-43eb-89f6-0a9e7db55ee1 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.437036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.856095Z digest=sha256:afb1dde8405c7104a91bc2127bb0889ca2f87e64373122cb89df491647417a8b

Observation 88baffde-163d-4a63-a963-df8d9fe950ac · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.423904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.860129Z digest=sha256:e10ba07b36637a246fe945e55ed4bf93756520e1bb550f47399b209f25615ddd

Observation 8fb1645b-b0c4-4911-9834-1d9c3a302c8a · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.410999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.864576Z digest=sha256:ff42fc7cc64603ce3caf86cd4b73dabbe91aafe7419629431f35e4c76995b150

Observation a512ef95-28f6-4ae4-b174-5aa90f1b44b1 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.398335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.868481Z digest=sha256:c44b3eb591241f00e693bb853d77193b241e47f80398d1a7989c24fc42fe6022

Observation 0e610f3f-7312-42ac-b0bb-5b824f9b5a9a · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.385483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.872531Z digest=sha256:3dc47e328452687c2ae9f3f4ef9d593ba5ca8b840b975d205edde72ea7e4b53e

Observation f414715c-9597-4bba-9357-09796824e248 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.373149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.876354Z digest=sha256:0b1e5a3290da9c3adfdb469426b4af052fd424af863ecaeb5966c9a435c41a32

Observation 571f9c0c-3055-4233-9b58-0bb2f011166e · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.361004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.880383Z digest=sha256:99333891e86880c7190c451aa20ba7888ffbfb5e3701bc68c070e076e3ca4ffd

Observation fbcca10f-e78b-4beb-b7c4-0e687be6ced0 · outbound

This paper cites F.; Kastner, K.; Courville, A.

Improving Generalization for AI-Synthesized Voice Detection F.; Kastner, K.; Courville, A

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.349827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.885415Z digest=sha256:4991f0c9cc0195e6a321d22902f8432c04fd1d39af3e4b20cef8dbf4ab4c7a9b

Observation 7d09087d-8b44-48eb-b816-957676cfb318 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.338565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.889558Z digest=sha256:58d81e247667d7b27539cdde8c9341cdb43469006ec0be33e1b65e61c9f8b71a

Observation ac082115-aa65-4ccd-96f5-73c7eeec8ae6 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.325389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.893936Z digest=sha256:40277d2e1c7cf759c5254b9dfd4b8dfdf7139e27aa00544ed520f1c9b160542a

Observation 60ddae7f-b806-4459-ba65-994e52cc3060 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.312381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.898669Z digest=sha256:910465ada49d29e0219c5f79444b393b041536dea7906321fc6f79eca0155292

Observation f818398b-9fe7-4d5b-951f-80524f03d912 · outbound

This paper cites A Survey on Neural Speech Synthesis.

Improving Generalization for AI-Synthesized Voice Detection A Survey on Neural Speech Synthesis

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.902641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.902641Z digest=sha256:dd018ce8bf1d0fca1515a94f07a4fa09bc5d5ca3a376d519ced11d73f2154ddf

Observation e244543d-03cb-495e-8308-235d95e6cf88 · outbound

This paper cites A.; Sahidullah, M.; Evans, N.; Kinnunen, T.; and Yamagishi, J.

Improving Generalization for AI-Synthesized Voice Detection A.; Sahidullah, M.; Evans, N.; Kinnunen, T.; and Yamagishi, J

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.299973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.906761Z digest=sha256:a7fcb72c8417060ee5af66314c53a76b9271c26163a2bd4f742a5d7e3e16bf08

Observation e087dc21-59bb-42e8-ac04-46a9257fbf40 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.287860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.910721Z digest=sha256:3cab0c1d9bc7d6c61377335e35442df4a04e7c9546deeecfb290da10cb37fac3

Observation 8952ec19-0263-4bf8-812b-c53005b427f3 · outbound

This paper cites Y.; Zhang, S.; and Chen, X.

Improving Generalization for AI-Synthesized Voice Detection Y.; Zhang, S.; and Chen, X

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.277180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.915041Z digest=sha256:43003dec4dc31d2798e2a671b2bd38e5b440d7e50a26eb955ee623193602da53

Observation 6a69456c-cb6c-4a38-ac45-04156e723ca5 · outbound

This paper cites Disentangled Representation Learning.

Improving Generalization for AI-Synthesized Voice Detection Disentangled Representation Learning

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.919153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.919153Z digest=sha256:543147d7554d648c7723ce18d315ef27516a26ffac48a800787409e793dd036a

Observation 25b3f777-9f08-4b0f-aa8f-2bb7caeeba6a · outbound

This paper cites Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?.

Improving Generalization for AI-Synthesized Voice Detection Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.923570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.923570Z digest=sha256:157c44eba86fc0df3892b106c56643e5d673216a9cd4a1211e9fe90e42a87de7

Observation fa8c774f-139b-4cf8-bf8c-35091ad0d97f · outbound

This paper cites J.; Skerry-Ryan, R.; Battenberg, E.; Mariooryad, S.; and Kingma, D.

Improving Generalization for AI-Synthesized Voice Detection J.; Skerry-Ryan, R.; Battenberg, E.; Mariooryad, S.; and Kingma, D

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.265270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.927553Z digest=sha256:8bd0bcd3dcee60b912240ca2739577f0c4b7f871a58c58617f97f88b6a942641

Observation 28b2ab80-efa2-4b68-bbe0-ba869d843c8e · outbound

This paper cites S.; Lee, B.-J.; jin Yu, H.; and Evans, N.

Improving Generalization for AI-Synthesized Voice Detection S.; Lee, B.-J.; jin Yu, H.; and Evans, N

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.254038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.932198Z digest=sha256:b70dbb7421265582607426cfefac35360011729aa7268065bb005d3d2a1306c2

Observation f322251d-2783-4cd4-bef6-74d3e9627d61 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.243232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.936180Z digest=sha256:21819f80651e911e2f4b71b8758cd8f16861f057a110b1bcafd7518d5281e41c

Observation 3e6dd573-f9a5-4bff-9201-eec8ec176ba8 · outbound

This paper cites DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection.

Improving Generalization for AI-Synthesized Voice Detection DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.940387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.940387Z digest=sha256:1db129a12b37ddef3c0c9a413b3ce99da8c5d764d0f02d08859d05f8ec257d85

Observation a79c93e5-4914-4efc-ba3b-0304ff10397c · outbound

This paper cites ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection.

Improving Generalization for AI-Synthesized Voice Detection ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.944484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.944484Z digest=sha256:beced37195a42c02df354cac63a07ec57c60b506b3585a795ee9df5c66b278a3

Observation 3532fd6e-6d82-4b74-9db5-3ffc00624f47 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.231794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.948627Z digest=sha256:864f1d9b82d809c1aed879f00a09b09d6fdb4a80d2e336c6ad8f33f05c5a129c

Observation 7f4048cb-693e-406e-aedc-d6feb9d16fd4 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.219074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.952533Z digest=sha256:1a7b06633274f7d12bb5d4d63678dcf86d91e497d4b9a25d4a2c7a3d090cdbe8

Observation 5d952e5c-7c9d-4518-a516-0a384ddd348d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.206934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.956637Z digest=sha256:edb9170c8410d1274b738aba0f388552f44eccef47f3f3ce66e701faf841184e

Observation 631733fa-7767-498c-b21b-14eab9c57380 · outbound

This paper cites SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis.

Improving Generalization for AI-Synthesized Voice Detection SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-11T00:49:28.026394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.960816Z digest=sha256:18bf560ea324674c19be59747114b293826ee3b08df1a11f5123ab0ce25495b5

Observation f245ae0b-f489-4902-ad5d-ab5dc03c4da7 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.192689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.965369Z digest=sha256:938ebf4000561d695866288e70b8adcdee3f960ba6b757babe85ea899321b8c2

Observation e0ea40a8-e9e7-4b39-8e51-e4a4d55494b4 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.180644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.969403Z digest=sha256:1a508382cd44eb30124721d2ae08dadd9790116a4830e5ad7469b6ae825fa9f7

Observation f2b68901-95dd-4766-a2f1-918c01a3fc13 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.169093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.973735Z digest=sha256:52045613ce55e3abcddc73e0bc47d8476f38b8a77f2c0aea75ee7d175b21c081

Observation ae04103c-e5bc-47f6-9272-cd26141ca1df · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Improving Generalization for AI-Synthesized Voice Detection , " * write output.state after.block = add.period write newline

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.977866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.977866Z digest=sha256:c3f689022ce9fd1d4ee9f111d044fb4bd102665974ec4911fe043e54290d3b42

Observation c72d36df-571f-4abf-8cba-fc76c7bcc0d9 · outbound

This paper cites write newline.

Improving Generalization for AI-Synthesized Voice Detection write newline

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.982194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.982194Z digest=sha256:c14129a5b100d78bf559bbf4f6461c0a94cc69b12f967e7457108912f3bdb1a4

Pith citing papers

No inbound Pith citation observations are available.