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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 8 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.449502Z digest=sha256:ae9ea48b323d5b1470dc4f522ee227a7ff155c5d837e355b5196300d8a07ddeb

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=sha256:65b5c60c188a02d50314c5719bd7a1e261ab7ca785f19ea68d63b286e7237145

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.609629Z digest=sha256:6f0d7a4d73a19919ad17686aa3c1a2568df360e5206417e180615a6de84adca3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.780371Z digest=sha256:4e864ffcb7c260226e801dc8f80717143f23680f88d707c85c1717a24c7d6759

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.849954Z digest=sha256:06daafd4b1a218e7865983fccef5d3d0938cdf4c5d31dcd3c00241204528aea0

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.904733Z digest=sha256:4dacbd91e530b30cce097e1958a4b3b2896f9b46d98341b2ef25df93fdae5cae

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:11.964466Z digest=sha256:6326846bb438414838547e211ca7e02454583e9d1d72be56b592cad9f02c2156

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=sha256:7c377f544f35104207984480aa93850e40ad66397a4964d436a0e06c4ff380bb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.135109Z digest=sha256:b6f18cfbff1cd58828c2cce45c91a20a83ff0b747905bf29b27363f1f9c0815e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.228906Z digest=sha256:7938a02228be21662965ce62315f0f7c1b2ced618c2f9024461e644b13e656bd

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.311684Z digest=sha256:3ad075fe753c691a0ac1498ffdcbb53eb4ccde3d967fb9ab5a92f66cf2a3b411

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.401358Z digest=sha256:e3f6acdb664c54237b18dd1004f36e4a58ebc32479dff4326855363306fb2d7c

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:ab379bcd239fca09a6f29c5abe5fd9076c33ee475205a85f293bf961c66bf027

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.570286Z digest=sha256:826062b21727938a0a36155f64e842f77e51a4a8d637dd2115fc61d04717881d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.653692Z digest=sha256:47775e33ffb1e823d82a484667170405af42a23020835ab74cec32be2754b6ce

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.747399Z digest=sha256:5bedcb9f1b0810756c97b90952e471faab5588cca3ae0671d1f190d03256fc55

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.872168Z digest=sha256:114a6545a12a5545c8bb8eb65554993343e5fb097c9e984804322e0ee2c381e9

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:12.996586Z digest=sha256:5bfd36315d423e3a511d067b4c2d6ed1c34829f92b17fda2ea68073d3d290ead

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.086366Z digest=sha256:53b1f5dbb2e836dbb78cfdcef86dde2927790049cdfe2f8a2f6fb76f53dd69e1

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.198378Z digest=sha256:8c451b94d32495e751f1ee473725324188cb6a8be6ed24e34a0152854b962c1c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.318044Z digest=sha256:85f9f431fe3b78074bee97845d01a3ccc2696d476908200cd74d1f15850f9fd1

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.450074Z digest=sha256:67e7063a975815cc9d4f2300575a01cc33f307380120378be4d3058ae2c5d9b9

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.455128Z digest=sha256:9342535a8b2bc8c6f292fe21bc0718822861ca06768fc7f7ecb30ba532db2ce6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.601727Z digest=sha256:590b756949526fba466074d86601893012572b67cc4d947fd848e5019f6dcab1

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:b28e1bf806d78fdd4a0b0684e665460173dfa797cb75d82c367e4efc026ba65e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.877347Z digest=sha256:8955208499d5a5b6790c403c0eb33bbb0c200f1597329f79a7fc9f96eae77567

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:13.984726Z digest=sha256:a061fcfb9e925ff1de7332442aae82f1605a58c01cd06b696e59a83d1ffff806

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.123618Z digest=sha256:33df08e94cbcdbef8a2e081c63311498c4ba2adfd495e89077ff6c9c0cc305eb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.237321Z digest=sha256:b1bd462b3007e9e2dbc59a609c42ef3863b39dd2e9c96433329150e5d6c44d0a

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=sha256:657353f82d8bc0bb693db40a912818c6103d8fd23c2de413e55178e1b8e88a38

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.460776Z digest=sha256:32c73abc170d460bf2b89f88518b2c1e15b0070a56a579e6c33e6bc1ade406b1

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.579238Z digest=sha256:0582196229f3ad591cccf3dc9633e0babb642e9eec175227986a0e0359e09fbf

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.680237Z digest=sha256:8948daf6a4231142cb0b93ecacfe79a7a54a9ef25cdb7cd1b893c750d24f9f49

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.781795Z digest=sha256:1e78a49065fe4efa44a3f37831a6a26bb336dc13c1df354b5c282e34312d85cb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.860875Z digest=sha256:1b3317056938773ac69a4ae87fef16a64962089c0435cc2e39d06cc9702b4e2a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:14.979792Z digest=sha256:eeaa1e0f88d965bd6c712c0ed4dc6fd3b16098c829557785763b821d7543e008

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.036849Z digest=sha256:2eb5f8d0b92b0b2fbe91ff0da2742eed8712ab96867763febddcf7ba930f3b5a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.042745Z digest=sha256:73ddaa7ee306d4aafbce99afb79cd1e2e605c19a055436d6c162bcc2200060fb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.051160Z digest=sha256:41ef49fb2862b9c6848c63090a3244f88dae3fcc19c0cf6a0b04aeeb04e2ae95

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.058216Z digest=sha256:ce7acfed149d45b6537f5c267a97eacf692ee1b8ed47a5ffb55be86ec7ca6128

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.065299Z digest=sha256:6235a0b3ae441ee4697786ac95ed5dfc1d10ea670827760117bd5ece83a38223

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.074316Z digest=sha256:678ffc05debcbc0c9e066f49e54736eb3459957cdb9791b309433c6f70c5d90e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.083120Z digest=sha256:3db9775b8035b374aa7a9a200e45868c83df3c7ab7192047df78575e550feb57

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.089526Z digest=sha256:6fede1ab051fe1b40a08ea136ce361a8e729b42a5b91ecceda35eb513abd61a9

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.096382Z digest=sha256:c827919bf82dc1dc6f05de7686198cffc2fbe74d86dca0c791b7c6d4eeb626a1

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.101710Z digest=sha256:dae532a13c8dbb00946599aa2bc0da36a0255f4175df318175aba3e72a5b16ce

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.107573Z digest=sha256:e46f6e32567859b4ead814b7dd76e388cbd372b530a6e055de0b5160428028ec

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.115008Z digest=sha256:4d202751037ad9711feafedbf40fe99b8fdd0613cd05eae5dd77264761d5bf94

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.121255Z digest=sha256:9079bdc061409b86071367da8979df3447da5a1da2b6c62b8c5c5cef037fef70

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.127191Z digest=sha256:fa38e6a1c554cbcf2f3c2e0d2ce141f49a2d73bfea384420d250529ad3283cff

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.131998Z digest=sha256:53c29ec194a895492cde00eb9b05a9e919d993c29160cfea448cde771f3d78f7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.138135Z digest=sha256:317f1b2ad7420e55450d5ae0bf22375c8e48af75b4b00a9df8351c6fae5a2aaf

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=sha256:12291c4bf7d839d505c0fbbf48aaefc0eb2776f21c81dfd741cb4c0afb6d5f39

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:b1ba9bf886b9a6b434dcc7c7adde0b00a77ff6250e2911aa0bca7528ac1f7aee

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.154742Z digest=sha256:23df6a48a8fe568f0f22a001578dd0761735e5d06aec9e037ea97ddb9e2c0ba8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.160854Z digest=sha256:34d746ac647e1fce3d419758c260fbc950ee20db173d9e214cf35aa85fc71e4b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.167123Z digest=sha256:02e1c3a2bdc9b76174b3b2ebcdcfd246d51824c6bebaded96d14e1f1e27c39ff

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.172049Z digest=sha256:9e17f2ec693cbe143542e3a0a3ac7a4f6e3d696926f8de560b3e8f175b35faae

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.178566Z digest=sha256:26056cc88deb52922da42284cc661a07a1205955433908b64686762f40b18988

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.183533Z digest=sha256:4e3351ea2282a61c747c75638e1412b6b88957bb2d8c8730c159e9de1d552ee3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.191741Z digest=sha256:36bedaf11802207a8203d0bbc9459a57662a25c547064f1cc12eb9552e0ceeb0

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.199752Z digest=sha256:19064a0882d8a090fbbc7e3d688a4663a27bcdf987cf9343a70fb4a214395864

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.208860Z digest=sha256:25ac6f1931d0f7ce1fffad78af52b909b4bfd4665588092c24be88c35612f9cf

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.218326Z digest=sha256:271e15b5df694c63340b775d82fc45904c86160d252e3d33235d851b5eefb772

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.226646Z digest=sha256:a57d7dcfcf8cf2eded37a41284f60030e8a2c2063e12ed382fd2e7759d268bd7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.241084Z digest=sha256:99f8dede80731de8ec9451222e54a1851461718f315bc0e90e82e3e52ac2972d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:11:15.255247Z digest=sha256:2e66c7e86639f296627400916e41b03d995796ae247c62e1335991712ac6f25f

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=sha256:78757e0401d5dc5be00d865a675fd108eeba8df0ead0c44106f58bcc326a0a27

Pith citing papers

No inbound Pith citation observations are available.