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Paper Citation Record · LEDGER

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative

As of 20 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2508.09294.

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

pith.paper-citation-record.v1
2508.09294 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:11:15.265917Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

68 of 68 outbound references displayed

  • verified exact2
  • verified fuzzy31
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0667d2f2-a085-4a10-a520-036ec0b79b81 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.796077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.449502Z digest=sha256:fc520fdefc53d3599132a8cc8ad1610d900d81b3605cdbc502cd3003c4bd9ea4

Observation 6f4a9d01-41b3-4943-9d72-bb3d70bbc6ff · outbound

This paper cites BreezyVoice: Adapting TTS for Taiwanese Mandarin with Enhanced Polyphone Disambiguation -- Challenges and Insights.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative BreezyVoice: Adapting TTS for Taiwanese Mandarin with Enhanced Polyphone Disambiguation -- Challenges and Insights

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:11.519839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:11.519839Z digest=sha256:3a2d21385ddbc4809ea6580f62cfdc837cb4b9dcb755874a6709404d2a2a18e4

Observation 9fffbfb4-a84a-4f9f-969e-4677ce5933ad · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.779737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.609629Z digest=sha256:e607f8e267a6aaae3965ea444ae4e2506814d80d138e8e33b0f53df12b6db9ee

Observation 26e2c335-6c2f-4e9c-aa7e-b8ba06f2eef2 · outbound

This paper cites TransLaw: A Large-Scale Dataset and Multi-Agent Benchmark Simulating Professional Translation of Hong Kong Case Law.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative TransLaw: A Large-Scale Dataset and Multi-Agent Benchmark Simulating Professional Translation of Hong Kong Case Law

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:11:15.572787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.780371Z digest=sha256:6e37c4f64ff26ff6cf1dcfaf0bf0783f66e627fc183e0dbe6c9aafcca6f1ce50

Observation b028768a-66b0-4a16-9375-4d56651f33a9 · outbound

This paper cites Zhang and C.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Zhang and C

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.760749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.849954Z digest=sha256:330487486756a6147a84c7a2f9572e3ed0d964ac667e7b4ca3792870a71e67e5

Observation b3728374-7795-44ff-a1b2-941f75f8ec4d · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.745414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.904733Z digest=sha256:8c3dde6b871193094dd4d7965280bb999432bcb60e786b6e0391bace3dba6561

Observation 391e1fbc-746d-4006-89ac-0f8aefb8fc89 · outbound

This paper cites Du, I.-M.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Du, I.-M

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.728556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.964466Z digest=sha256:40386340e1bc07be7d57506917ee852dee32a36a4666bedc875cbf328b0f18bb

Observation 2039c206-32a9-4229-a07e-a06ee903e5b9 · outbound

This paper cites CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:12.047177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:12.047177Z digest=sha256:50123d3806e8e438fb4de95604c2bbfd39b89cdd376302811816e286e10a99ab

Observation eb73e2a1-89a6-48db-b3e0-b253ac2bce4c · outbound

This paper cites Gulati, J.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Gulati, J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.706898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.135109Z digest=sha256:3d85335672ba7618e8572066e4e21be32d85672f4934fb39c01362f0ece80076

Observation b7b9ac93-b254-4e46-8ce1-1d2ed68fa326 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.688060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.228906Z digest=sha256:d0b23b9338c3be3863e1a1b7a9bc9f06f83f6c3094d48ee415cb87d327b5bcd8

Observation a73b3e94-afd2-4798-9148-afef2e539950 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.668380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.311684Z digest=sha256:6a8ac05dd50014ec933059473ea1550229fade3a2f60f56bb860b333696d9cea

Observation 26f8d2d1-e1d2-4694-8e4e-3a9aebb9012f · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.650182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.401358Z digest=sha256:653f8cf146ee961bf15da2c9031ce61551a81890b627a30bcee3d6fd2bc360b9

Observation 0df036a0-5d7d-4a3e-be62-b8d4a986b3c2 · outbound

This paper cites Attention Is All You Need.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Attention Is All You Need

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:12.485449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:12.485449Z digest=sha256:aa575cc8988a12b66631ede031335a24d4692fe85de80680d05104f07da3b385

Observation c3d46c48-7a1d-40f1-91c1-4f75041192ca · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.630016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.570286Z digest=sha256:f8b7d9a8900e6f464f2775cf5cad503e01a3aa5a478393ddc82598903e589729

Observation ad5fcf6c-f225-48b6-b8dd-0b94670e4b0f · outbound

This paper cites Sriskandaraja, V.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Sriskandaraja, V

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.614066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.653692Z digest=sha256:8c24dee7451de47ae0446b84f122438c7d1593c9f7bc183ac781284ad3c34844

Observation 97e2fe7e-a93c-48dc-b7ad-011e3939c073 · outbound

This paper cites Addressing Noise and Stochasticity in Fraud Detection for Service Networks.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Addressing Noise and Stochasticity in Fraud Detection for Service Networks

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:11:15.484079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.747399Z digest=sha256:6c83915d8996848a7cd1733085473b77098554fc7bd66be0b130bbacd6457121

Observation 75925e57-2ce6-4587-8715-df074aa06649 · outbound

This paper cites Zhang, D.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Zhang, D

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.596386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.872168Z digest=sha256:fafd7965f10e866025254e8afbb49fae834bbd24230be6a035df9026a5704773

Observation 9300de15-f6db-4710-96f6-a1ec9076b7ca · outbound

This paper cites Zhang and C.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Zhang and C

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.580465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.996586Z digest=sha256:6a9dca872d7e47283ef3588d019014aa763ca552645f28a97786b07a92fb0340

Observation 37320978-5c00-408d-800c-92665986af63 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.564584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.086366Z digest=sha256:9b9585c6b4bc0a8b438839163526949aaf3f30c07a2857b55108faaa4d0001ce

Observation f35d9435-c8b5-472e-87d7-2518c28d337b · outbound

This paper cites Wu, H.-L.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Wu, H.-L

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.548465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.198378Z digest=sha256:14db5e145d0978aa8c0060f3f984b089943142f069ca35829572504807c874e1

Observation 6e76cb53-fd0e-4509-954c-45c2f163c76d · outbound

This paper cites Ren, Y.-C.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Ren, Y.-C

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.528427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.318044Z digest=sha256:f938328119d7113b812e8f668d6d1ccafc993040bdb76266b709bf61f86e8e45

Observation 1d4ee231-037f-43eb-b8cf-f3d058b1ed5b · outbound

This paper cites Gu and T.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Gu and T

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.510732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.450074Z digest=sha256:d4a71dc025482e9f569af5e665a10aab1379f3d4dad19b3f976842ee8099641c

Observation 64368df0-30e6-46b1-82bc-547cd33fa6bf · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.489685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.455128Z digest=sha256:cd79106649c1e6b5ff691d4c7d3bb2738fef8f635667fa4debbaea81f1ddee4f

Observation d80f96bc-a07a-4041-9f31-2c8e8237b8c8 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.464847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.601727Z digest=sha256:c79f775572c37b3756aeeae1cf3843849916a89c777c3b7c7358ad8037e7477a

Observation 8589ef9a-5368-415b-baf6-a9b0d8329eba · outbound

This paper cites An Empirical Study of Mamba-based Language Models.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative An Empirical Study of Mamba-based Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:13.756837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:13.756837Z digest=sha256:7116b9448c62944d7850c0b8833d3a5ddd34dad8e19142ce1788a2e9bccc6171

Observation 8487db77-8d2f-4f58-a8c8-7894f58f8fb0 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.443441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.877347Z digest=sha256:f3933483d39c75134c50613633fd92431b60aff41048e940d891100b9e01a85c

Observation 06b018a4-ce4d-462b-8d4a-52b7289f906d · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.425345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.984726Z digest=sha256:7dd527e2ab17d557e91329463943a9fc70a7a8676738e478aebf9667284b7c40

Observation c935618f-f749-4395-9363-b5aee2a62424 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.409426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.123618Z digest=sha256:f8fd1a0cd3e1e6a39b33040c981d3979fbd5088888c95b78f78e57680b5a67c3

Observation 3a74c928-0031-4958-8cef-d95c72db147f · outbound

This paper cites Yamagishi, X.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Yamagishi, X

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.391519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.237321Z digest=sha256:6f59e69075172cd3da44b0d3cf7cfe574e1c7c8d83a626ce6b0a51cb3ba550cf

Observation e4beafb2-31da-453a-8a70-5d50dde8ba1f · outbound

This paper cites 2783--2787.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative 2783--2787

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:14.348530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:14.348530Z digest=sha256:5b32c21e953d5549028b1bc1c88556a408ed1d65b1f19edc7bb61abbe199e529

Observation 69b881d0-ac9d-4ac7-8598-a072fd0446c1 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.362255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.460776Z digest=sha256:c4bb1f9ea71e1d4ba96b66fdbc16ab3fd37799613e6b62afbfa31b3a4430df49

Observation 77ca3aa6-f1e4-4a04-b4b3-c4e267083105 · outbound

This paper cites Yadav and Z.-H.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Yadav and Z.-H

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.344148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.579238Z digest=sha256:720670efddd0089f535c1d70b22fae2a62a1a0e7cd098c2d9cdb3c63ecceb458

Observation f0a0f42b-a09b-4a26-a889-2c65e9e6acc0 · outbound

This paper cites Shams, S.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Shams, S

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.315819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.680237Z digest=sha256:2db69d1682e04b317429489c298282c5a5aa06be9a93c2dbd8f65419f45fb277

Observation c518cc26-1732-49a5-9107-ee790a765134 · outbound

This paper cites Lee and J.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Lee and J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.292933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.781795Z digest=sha256:1592aba81c7ccab48c67234a297a401b5fba5ccde2b13c31916f31e090187259

Observation 73f3f1bf-f29f-431b-a2b8-277a4dae1a18 · outbound

This paper cites Zhang and S.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Zhang and S

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.270203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.860875Z digest=sha256:d4febd1962f2d73ee28d135335801e9527276919213238fad4e6b88d43b76713

Observation 0fa795e5-e238-4884-8d68-0518ede1fc45 · outbound

This paper cites Gao and N.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Gao and N

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.249576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.979792Z digest=sha256:0457b5a50a6a695d605e69fbff2e6b8b4a0c3b7f1846e5b79c8a21f4266f76b5

Observation 34eb6516-9db8-4176-b078-d131e828b2ba · outbound

This paper cites Chao, W.-H.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Chao, W.-H

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.231837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.036849Z digest=sha256:5e160af410886a193560cc246a9b0b2f7ee9aa2df3d198d22a603e4e67a93837

Observation 91a957df-3f07-4d91-a3bf-6227c0039377 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.213916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.042745Z digest=sha256:b94be898187ec598ccb966c11a58d3f40afb98a567069e26c9cb2cd932f6cc24

Observation 95d0fbb5-6b8d-4df9-aeb5-4a91c97ea306 · outbound

This paper cites Jiang, C.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Jiang, C

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.191979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.051160Z digest=sha256:3589654259da9864d0c59bd9c80b4c5ef93a96252cf23ef1b10af536bb3f6234

Observation 05ab5d96-50b0-4787-a94e-4f47a131d7b0 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.171743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.058216Z digest=sha256:842c0bf8ac3624b4fe9c2089d97c1ec34319bdd01676088581739eaff1694004

Observation 3811ba8c-d1cc-4146-8f39-e030323bf092 · outbound

This paper cites Plaquet, N.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Plaquet, N

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.150591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.065299Z digest=sha256:fffdca2102a618506d5f6862acd45a28fb1c8543ed0d4cd4b0b38db573547917

Observation e919b200-118c-49c3-9f81-05b60a2b2d69 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.116749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.074316Z digest=sha256:463480f00430eb367aa1c80328ad7039a8ed1ee8cc9cb0b4ca917e7b11e02e4b

Observation 29a2ae05-b2c6-4f16-ba87-7ec0581f8d96 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.099536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.083120Z digest=sha256:72c5c50695c122d1fcdb6c32dc0d742fa7f6efeb62ce1dd7dc70ebbaf0d358b4

Observation 50d01ff5-60b5-4bf3-b4bb-349c219537d8 · outbound

This paper cites Xuan and R.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Xuan and R

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:16.082024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.089526Z digest=sha256:35e50cb4952702e289a77a019ff00e79f3d3ca11e041d900a1442561dff40611

Observation c80e3119-49ae-4da4-91e0-c961fb3e253d · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.064168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.096382Z digest=sha256:378d1ab14401bc5c8c0bbded1bb283a211cc1dc8a9fba177af1831dff60a2562

Observation e43ebe5f-eb7a-4d38-bff1-bc1221187e20 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.043469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.101710Z digest=sha256:4b0c5d338b280bc6a6079147e5ed303fb044ae773b68ba6d114215920b60f331

Observation 5eda4554-5e75-445c-99f7-f5abf3019a9c · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:16.023755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.107573Z digest=sha256:5799e8e973d471dbef2456d1147e531a44bc004ba726d34127402a9a96dc4f0f

Observation afb514a0-d6a5-4fb0-a3c4-76e4be23a4a6 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:15.997351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.115008Z digest=sha256:5a818b4e01ffc473db372a969be7690610f52a1f9c71656e6bc763539b2fb306

Observation 80cb4382-5f91-4649-8722-2fe47c3c2e9f · outbound

This paper cites Xiao and R.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Xiao and R

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.972149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.121255Z digest=sha256:56448de7492b11a0e9668aef0a60f19a0e5eca59204cc52b09f00a90905a2dc6

Observation b70af7f0-7f5e-4144-9b45-ccabec19f38f · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:15.952675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.127191Z digest=sha256:a38ec5ef907e873db68b3df62bd8d042d8e174b3ccc2a1f382e21257278e3979

Observation edbc0d56-e9ec-472c-beb6-80fd198b4618 · outbound

This paper cites 2278--2282.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative 2278--2282

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.932858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.131998Z digest=sha256:bfad5d3e1ec9e4c3758f4549815041e30431c4fe4d142e0a0af433692f8c3536

Observation af470f07-7a98-4a86-ab38-c1540ac77ac7 · outbound

This paper cites Baevski, Y.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Baevski, Y

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.912626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.138135Z digest=sha256:c790edb39d47e5941759f000cbcd29a9ad44a266455dfc7a643a36791b39dc64

Observation 052f1f24-f58c-4abf-b8e5-6a02b596c464 · outbound

This paper cites Multilingual Source Tracing of Speech Deepfakes: A First Benchmark.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Multilingual Source Tracing of Speech Deepfakes: A First Benchmark

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:15.142989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:15.142989Z digest=sha256:97bf46882251675fff45a805d6765ccc6712e4318a7e4f0efa9cdaeb616fe656

Observation afd97405-6b06-46b1-bc3e-7b8ede0567c2 · outbound

This paper cites How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:15.148659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:15.148659Z digest=sha256:76059f005c2dd04b7517d7f3854e4ba9628c0085da3fe93b2bf3be7e2efdabf7

Observation 2688ff38-3b09-4743-9bde-254de1fed733 · outbound

This paper cites Lin, Y.-C.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Lin, Y.-C

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.886462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.154742Z digest=sha256:5b6a5b026f477b31a28a1f58821fd32e5e2fa779cff39ddf61652c7fccb7a2be

Observation 5bee789c-c66a-404a-a816-15e77cc84e66 · outbound

This paper cites W., ``Investigating self-supervised front ends for speech spoofing countermeasures,'' in The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, pp.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative W., ``Investigating self-supervised front ends for speech spoofing countermeasures,'' in The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, pp

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.861056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.160854Z digest=sha256:54b37d8e2d246da6fda31b90fe68ca4e05f4c000468b7c1619108bf1f46394fb

Observation 27726769-3d71-48a1-9be5-f71bc4ce53a0 · outbound

This paper cites Zhang, Q.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Zhang, Q

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.840837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.167123Z digest=sha256:68059e2c966d2724cc8f9142698c6272cdab106817f66d9f39d52f8598c48dbd

Observation 27ea7690-d825-42a3-8c6b-635254644893 · outbound

This paper cites Rosello, A.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Rosello, A

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.821634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.172049Z digest=sha256:56c9875498a92951ad19e13c1060bd1afc0a3b3c604f64fb4ddefc057607499d

Observation 7ab90c76-0ac7-4c62-ad89-7c5871ededbe · outbound

This paper cites Zhang, S.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Zhang, S

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.802665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.178566Z digest=sha256:46dad8c111bd6b39a40b8825c39718537577e1dca7a7e5b9a56a2b47732cb85c

Observation e59103a8-d850-4d7b-8f88-8839e017c4c8 · outbound

This paper cites Todisco, X.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Todisco, X

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.783343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.183533Z digest=sha256:43a50593383648f70a7f560ada29ec414dc6b433cb6624f0c48f4d45c8e8782c

Observation 9ff8e191-5fc6-4122-8cac-9d6ecef01f1b · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:15.765690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.191741Z digest=sha256:f0c5d72ab04fd6f1a5eab747d0908d0b2316a3a2323fb933821b2a60b1c2fe34

Observation eeec6fdd-8216-4468-a1e8-bf79d9215d6a · outbound

This paper cites Wang, W.-N.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Wang, W.-N

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.745868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.199752Z digest=sha256:13b2f3c5a185f73f61e3e4158ce5877abe636b5a08e420cf4977547bf15bad58

Observation f05ef0a1-e747-488f-906e-3d527d93962a · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:15.726866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.208860Z digest=sha256:b8fff6475ca8d208fbf74b802161799f3ab28614fb60f999b7c1c54ab22d6dc9

Observation 845ca037-bbe5-405b-b253-7656254e407a · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:15.708041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.218326Z digest=sha256:c63ad8529193c29ea325230f65913c14c1cb0c80b8576112be922d0ed348df78

Observation d65a6b4a-84a1-42bc-89b9-52b03e01c52a · outbound

This paper cites Sholokhov, M.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Sholokhov, M

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.690999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.226646Z digest=sha256:68641df9539ef38d79956169645b86cd022da2e36c3cf57e9efdcf0b99bb491f

Observation e7b74eb9-f85a-4b1d-831d-ccd17a1d6141 · outbound

This paper cites Arora, W.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Arora, W

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:11:15.672083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.241084Z digest=sha256:a37f4e6b4793063413b8f322dbf6d2b9be553b3b6d40b603455fdce0c01c4b06

Observation 8c2b270b-0a6d-4115-b56d-c6692b8a6d73 · outbound

This paper cites an unresolved cited work.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:11:15.654529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.255247Z digest=sha256:f4163ac0d7573036f2cb40072685c29cd32318b2a26b3601bbc97f2f8a4af959

Observation 116169b4-8c35-4923-b5b7-165d46efe403 · outbound

This paper cites A Survey on Speech Deepfake Detection.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative A Survey on Speech Deepfake Detection

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-05T21:11:15.265917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:11:15.265917Z digest=sha256:dfbb51f328434a3487ef0705b8fcb9e3cf180430a8e684febfcbe158d649cb8f

Pith citing papers

No inbound Pith citation observations are available.