Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:18.642774Z
Paper Citation Record · LEDGER
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations
As of 6 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 1 inbound Pith citation observation for arXiv:2508.01467.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-16T11:05:33.744633Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T11:07:48.297930Z
Reference resolution
75 of 75 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved66
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5c886d8b-9cb6-4dc2-82ef-4773221064e8 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:09.730759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d007199-09b6-4de4-acaa-63526e62841f · outbound
This paper cites write newline.
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:09.862497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d721a9ca-3e8f-418e-8b89-ac707e238c27 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.581274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f1cf63f3-a036-44fc-bf6d-6d46d6d0a048 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.566231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 86275006-8005-455d-8647-066d16bd1562 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.552147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da91e035-add8-4944-82d6-4440e116b644 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.538395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8010428e-0df4-44f1-b899-c56dcc0d6521 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.524746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation df96177f-bb7d-4c23-a71e-fb7724bdab81 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.510392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dcf5b5f7-dfd8-4296-ba57-7d3ebc382357 · outbound
This paper cites E.; and Nocedal, J.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations E.; and Nocedal, J
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:10.597490Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31463795-7a84-4fbf-8dc1-979a841c61bc · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.485995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eb9d0fd3-92c7-41fc-90ed-c99611876416 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.472444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d2515d7e-b6a7-4e7d-83c7-2548c1bcfd06 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.459096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0425f5dd-c46c-4afb-b7ae-c1ee6ba36c8a · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.445616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1374ee60-1159-47f4-a7f9-87f9b6f9c0ec · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.432537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 43af5cb9-dec2-4157-bee8-9862f8bf9daf · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.418378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e8606b00-4c92-461b-9245-332b0320caeb · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.403329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ea86a16e-5c26-44cd-9c40-66ed39f4e816 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.389294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a64b024-b3bc-4e03-b44f-a84055db821f · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.255724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c9af8616-dbb1-4880-8b30-2c077a76db69 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:26.946851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 93d81830-66e0-40fe-b78b-c1f9e037e7dd · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:26.579966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8c9fb5e4-c3b1-4e5a-8c50-ccf05eb7bfff · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:26.332665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d5c9cbc1-188a-490c-bf1c-c2b1d77e90a8 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:26.178884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8d34ef54-2918-411f-8b7a-a2a64f9acfb9 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.983396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 54f830cb-458e-4c34-9709-355adede829c · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.828641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 73da1dd1-47f3-4a54-b5d5-bfc6192f67f2 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.691022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3ec993ca-c817-4c79-bcf8-9917d4d51d46 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.517055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1a2e60f3-8ba6-42ce-999f-6bf045669aa8 · outbound
This paper cites S.; Lee, B.-J.; Yu, H.-J.; and Evans, N.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations S.; Lee, B.-J.; Yu, H.-J.; and Evans, N
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:25.366569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f13327a4-511e-4166-a21c-d3de792e9f27 · outbound
This paper cites M.; Sharaf, M.; and Hassan, H.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations M.; Sharaf, M.; and Hassan, H
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:25.184719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aeaeb268-93e1-441e-882a-eb8bcc25ac1d · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.076220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fd7bbfc1-abaf-48a8-b371-89f683ac73a2 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:24.878275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 18cea4e2-e1d9-4dc2-97ad-7a4bb51ee82c · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:24.730800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e2737a5e-5556-48e2-b565-5f425d06f983 · outbound
This paper cites Z.; Sotelo, J.; De Brebisson, A.; Bengio, Y.; and Courville, A.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Z.; Sotelo, J.; De Brebisson, A.; Bengio, Y.; and Courville, A
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:24.616732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 55de807a-7656-42b9-9984-833554b06eba · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:24.469495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b5e143c0-072a-4ece-aa6b-8ec65981444a · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:24.334538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9852b680-2ebe-4b0a-a1f0-7cc3587b42bc · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:24.176456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 049a6df1-5d8e-45c5-bdb8-94908c7dd567 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:14.408258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23ad450f-603b-42dd-a5c7-44cf9f4539c8 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:24.006808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 44818fc7-dd01-4029-a61b-27f3b6f205c5 · outbound
This paper cites Decoupled Weight Decay Regularization.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Decoupled Weight Decay Regularization
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:14.671063Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4fdc925-ae59-42bc-9c3f-834f63634111 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:23.851343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7c67433a-3c8e-4cc4-bf39-b17a3f803cb3 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:23.746149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d7214df1-6894-4ebf-b51d-83a53d69c59c · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:23.631457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b472663b-facd-4501-9f0d-868c196a48ac · outbound
This paper cites M.; and Álvarez, A.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations M.; and Álvarez, A
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:23.480570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 42a927af-a1a6-4b7e-a2d7-d4d409690ad6 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:23.273476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85d253ce-6dd2-45c8-9cff-7b869791bf78 · outbound
This paper cites u ller, N. M.; Kawa, P.; Choong, W. H.; Casanova, E.; G \.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations u ller, N. M.; Kawa, P.; Choong, W. H.; Casanova, E.; G \
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:23.095194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 53ec62da-62b4-4914-a2eb-ac279e5c53b7 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:22.942255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fae075f5-f8a5-4cf8-ab77-2fdd76adaf66 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:22.777608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85d36345-a47d-42f1-a377-f9ddda19a23b · outbound
This paper cites G.; and Kinnunen, T.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations G.; and Kinnunen, T
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:22.593514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 181e510c-3952-4fb4-b30b-37b0fbcbc5cc · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:22.376633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a0f4271d-d0ae-4f29-8208-8ebaf810f7d6 · outbound
This paper cites J.; Schuster, M.; Jaitly, N.; Yang, Z.; Chen, Z.; Zhang, Y.; Wang, Y.; Skerrv-Ryan, R.; et al.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations J.; Schuster, M.; Jaitly, N.; Yang, Z.; Chen, Z.; Zhang, Y.; Wang, Y.; Skerrv-Ryan, R.; et al
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:22.183130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation be0ce537-45ad-4248-95e6-be98b56262de · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:22.021483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 92ca0abf-1157-400b-9b69-6525495d64db · outbound
This paper cites Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:16.210509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 806993ff-9586-4c16-8881-51c23153932d · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:21.842591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9bd7581b-a98b-4567-9b96-9c2d49c83ed9 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:21.682137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f235c78-a432-43b3-8512-c69ff1ce616d · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:21.514806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aacf787a-96ba-4364-b297-2112e45eae64 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:21.376314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fc486072-67cd-443e-8a03-58928449440f · outbound
This paper cites Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:16.748011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96f229e4-e440-43a7-b2ab-0a24c36a2f1d · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:21.181549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b2955adc-42f5-4dd8-923a-e23634769dad · outbound
This paper cites ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:16.986339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba7295d4-14b3-4d43-bc85-01c85c7ebd3a · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:20.988884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5eb4b29b-bf3e-4a91-bf61-31e781ee70c4 · outbound
This paper cites Speex: A Free Codec For Free Speech.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Speex: A Free Codec For Free Speech
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:17.222362Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8ef0e2d-5e10-4fdb-b141-c6b5c3d3ff5e · outbound
This paper cites High-Quality, Low-Delay Music Coding in the Opus Codec.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations High-Quality, Low-Delay Music Coding in the Opus Codec
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:17.312142Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4bb5c11-dfc2-42c0-aac7-350f4897d72c · outbound
This paper cites WaveNet: A Generative Model for Raw Audio.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations WaveNet: A Generative Model for Raw Audio
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:17.407166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1599843-918d-4802-8a76-18f04b87bebd · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:20.873245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b789c366-9a22-400f-9d46-a2b3262b9de0 · outbound
This paper cites ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:17.637663Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cc664f3-6586-4074-815d-eda351c51453 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:20.693391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0ea216e3-3c85-4d28-be7f-b442e2c50864 · outbound
This paper cites Investigating self-supervised front ends for speech spoofing countermeasures.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Investigating self-supervised front ends for speech spoofing countermeasures
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:17.850117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 482551f7-af70-448f-9f5d-37fced717e24 · outbound
This paper cites M.; Qadri, S.
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:20.481032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e2d83592-82bb-4e26-b982-02080bba6aa8 · outbound
This paper cites M.; Qadri, S.
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:20.232740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5a35ee17-e981-4474-a72c-5a825a1b6667 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:20.077470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 289c0255-ae25-4bd4-90fe-fbc28c7c5ed3 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:19.939174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 09c02109-ee26-44ca-9126-ff9d3749511e · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:19.779485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7d2a1ce9-e203-4478-8947-6b2b4a774a96 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:19.593700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5962937e-dfaa-4b36-99f5-cc40da9cf269 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:19.399088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 54633179-00b8-47fe-9ec1-89e6163d4e7e · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:19.168076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 54828774-920e-40a3-84cf-594f9a492d09 · outbound
This paper cites an unresolved cited work.
Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:18.971931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation 929dec8c-b7be-43d5-a4bc-a70806d3029e · inbound
Audio Deepfake Detection at the First Greeting: "Hi!" cites this paper.
Audio Deepfake Detection at the First Greeting: "Hi!" Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T11:07:48.299756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.