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Paper Citation Record · LEDGER

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings

As of 20 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 2 inbound Pith citation observations for arXiv:2412.17133.

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

pith.paper-citation-record.v1
2412.17133 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:50:48.287894Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:37:34.044826Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T14:34:12.320833Z

Reference resolution

64 of 64 outbound references displayed

  • verified exact3
  • verified fuzzy45
  • unresolved15
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50798f6d-8237-4101-9c32-8a4f6f86080a · outbound

This paper cites 50 years of biomet- ric research: Accomplishments, challenges, and opportunities,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings 50 years of biomet- ric research: Accomplishments, challenges, and opportunities,

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b4993f15-d4a2-4e46-82ba-306100f48841 · outbound

This paper cites Biometrics systems under spoofing attack: an evaluation methodology and lessons learned,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Biometrics systems under spoofing attack: an evaluation methodology and lessons learned,

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4ad39a72-8f81-4990-b34a-65cce85950a4 · outbound

This paper cites Biometrics: a tool for information security,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Biometrics: a tool for information security,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1109e467-998c-439f-9aaa-98d587b39a44 · outbound

This paper cites an unresolved cited work.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Unresolved cited work

Reference 4

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1a46a4a9-6fc4-418d-9801-ac91ad24a4d3 · outbound

This paper cites Maltoni, D.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Maltoni, D

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a1227472-44c2-46ff-b80c-01792400efad · outbound

This paper cites A survey of palmprint recognition,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings A survey of palmprint recognition,

Reference 6

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a8610a8d-5c16-4d4a-810b-18a99d39c37d · outbound

This paper cites Bio- metric identification through hand geometry measurements,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Bio- metric identification through hand geometry measurements,

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 251e6261-4898-44a6-9717-e150c2f7e19b · outbound

This paper cites Biometric recognition using 3D ear shape,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Biometric recognition using 3D ear shape,

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b23db616-1d11-4c49-97d9-62467491847a · outbound

This paper cites Multimodal biometric system using face, ear and gait biometrics,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Multimodal biometric system using face, ear and gait biometrics,

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0d78322e-d20f-4bfb-9e45-0b89dc1ce2b6 · outbound

This paper cites Automatic on-line signature verification,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Automatic on-line signature verification,

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation adc7c025-61df-4a88-ada0-a8bd7944554d · outbound

This paper cites In- creasing the robustness of biometric templates for dynamic signature biometric systems,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings In- creasing the robustness of biometric templates for dynamic signature biometric systems,

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation def451a2-3662-4192-8e26-9e3ab9e082f8 · outbound

This paper cites Advances in anti-spoofing: from the perspective of asvspoof challenges,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Advances in anti-spoofing: from the perspective of asvspoof challenges,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 79f32cd8-d1eb-49e1-a2da-119d89aa0f3b · outbound

This paper cites A review on state-of-the-art automatic speaker verification system from spoofing and anti-spoofing perspective,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings A review on state-of-the-art automatic speaker verification system from spoofing and anti-spoofing perspective,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.145768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b6f578f3-f4fb-490e-b5c8-00d6bae2e802 · outbound

This paper cites High-quality text-to-speech synthesis: An overview,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings High-quality text-to-speech synthesis: An overview,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.128978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.010242Z digest=sha256:bdabff7017d61aec7137115d4537e5863be1374d3bebf6389c21fff7c6ed2c05

Observation fd611213-c3b0-4ba9-a5b6-6ffa7ddb9863 · outbound

This paper cites An overview of voice conversion systems,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings An overview of voice conversion systems,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.015035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.015035Z digest=sha256:5ecd3e954d98fe1cfd0dfa1b985768e899bc0ea4d97cdd751f4e1f815326849e

Observation 99cf79a4-fe4e-4a39-b8da-b49b44632afb · outbound

This paper cites Asvspoof 2019: A large-scale public database of synthesized, converted and replayed speech,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Asvspoof 2019: A large-scale public database of synthesized, converted and replayed speech,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.020138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.020138Z digest=sha256:f52f056b64daa0349ef2d4495f385e14f892bd583622f95553302dd366f11595

Observation 4a8c0815-8156-4fa6-96c5-cabfd83b62e2 · outbound

This paper cites Robust features fusion for text independent speaker verification enhancement in noisy environ- ments,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Robust features fusion for text independent speaker verification enhancement in noisy environ- ments,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.089574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 90ac8507-1fe7-4231-9632-17fb5d0d29f8 · outbound

This paper cites Automatic speaker verification systems and spoof detection techniques: review and analysis,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Automatic speaker verification systems and spoof detection techniques: review and analysis,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.070871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 589b7f63-27db-4f4d-818c-c7995b402640 · outbound

This paper cites Constant Q cepstral coeffi- cients: A spoofing countermeasure for automatic speaker verification,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Constant Q cepstral coeffi- cients: A spoofing countermeasure for automatic speaker verification,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.054668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.035130Z digest=sha256:f44095b7cc3ef89f5b68cd410e01d30c53f290af7f75569f871ed92dd3982e1e

Observation 30d89957-9c20-43ff-8941-72030b49cdad · outbound

This paper cites Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:50:48.517320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.039861Z digest=sha256:1e6f40f887e5a6390712c20245d2104b062c87756a2a3e101181f4ccfa903401

Observation c5de0684-7087-401f-84ac-2d2df656c096 · outbound

This paper cites V oice spoofing detection using a neural networks assembly considering spectrograms and mel frequency cepstral coefficients,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings V oice spoofing detection using a neural networks assembly considering spectrograms and mel frequency cepstral coefficients,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.039585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.044730Z digest=sha256:6ffa6f9f4875be866e864608508874bed53dc6034426e1760983fd74e87954ed

Observation 4c9463f8-b668-4814-8645-39033a8534c1 · outbound

This paper cites V oice spoofing detection for multiclass attack classification using deep learning,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings V oice spoofing detection for multiclass attack classification using deep learning,

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.022876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.049773Z digest=sha256:aef196c5c51c41ca4289bd723d1f39f231acd83fc8d721b966ddce15e0bddeb5

Observation 2dd42fd3-92bc-47a6-9408-103e427a0b9f · outbound

This paper cites BUT Systems and Analyses for the ASVspoof 5 Challenge.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings BUT Systems and Analyses for the ASVspoof 5 Challenge

Reference 23

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no resolver link, observed 2026-08-11T05:50:48.054520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b2b084aa-1eb3-4a74-b6dc-972afbcbb4df · outbound

This paper cites STC Antispoofing Systems for the ASVspoof2019 Challenge.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings STC Antispoofing Systems for the ASVspoof2019 Challenge

Reference 24

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unresolved
no resolver link, observed 2026-08-11T05:50:48.059897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ace1d5e7-bcd8-4307-a865-6da89dc1a8e3 · outbound

This paper cites Compact time-domain represen- tation for logical access spoofed audio,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Compact time-domain represen- tation for logical access spoofed audio,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:49.005846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 73757def-2f7e-4c95-ba61-459d0f8d4f7d · outbound

This paper cites Wav2Vec 2.0: A framework for self-supervised learning of speech representations,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Wav2Vec 2.0: A framework for self-supervised learning of speech representations,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.069887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.069887Z digest=sha256:aad39f42ae21c38df96a4a417c62692b2afedf58b8317230eba5bc2155fce45e

Observation a06af3b5-01ee-4519-b38a-76fab1a3aef5 · outbound

This paper cites WavLM model ensemble for audio deepfake detection.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings WavLM model ensemble for audio deepfake detection

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.075055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.075055Z digest=sha256:a3ea6dbc85f38dd90e6eebcb9e22e2b4bbb6118b27bad6d1014ab2d0bcd27e62

Observation db34a130-1867-48d5-bdc9-74d2c0713081 · outbound

This paper cites SZU-AFS Antispoofing System for the ASVspoof 5 Challenge.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings SZU-AFS Antispoofing System for the ASVspoof 5 Challenge

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:50:48.446558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.080602Z digest=sha256:9f7309a195c9e467145c30efeb70a07bbd905bac508a7500124517bdd529415b

Observation e7aa6c25-b318-49f5-9292-2af8abb0bc81 · outbound

This paper cites One-class learning towards synthetic voice spoofing detection,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings One-class learning towards synthetic voice spoofing detection,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.978961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.086067Z digest=sha256:92749cab334668774bf702f1612b925e79e966c6a4c29ce3ab98b93ea94530f1

Observation 900d27e2-c16e-47ec-9045-e2612ffd7a9f · outbound

This paper cites Additive margin softmax for face verification,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Additive margin softmax for face verification,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.091280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.091280Z digest=sha256:a6c671a39252d42963f5be4e0d2431a4982e0aebfd05695b584b0ae13f1485d3

Observation 3d9bab8c-e372-4e29-af54-79199b8ff1e6 · outbound

This paper cites Gender recognition from speech signal using CNN, KNN, SVM and RF,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Gender recognition from speech signal using CNN, KNN, SVM and RF,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.952421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.096394Z digest=sha256:2c36d187fa6b316560174c90a6ef95841e19d599f23d7916469cfa74d384aa47

Observation f864a8ec-cfbf-4487-8585-910ee8981c77 · outbound

This paper cites V oice-based gender recognition using neural network,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings V oice-based gender recognition using neural network,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.935140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.101008Z digest=sha256:763b4be8f49616be4766462d2c963211f3b7b74237157166202f7cb8f1923f80

Observation a735fc3c-9b73-488b-ae12-c3ff8ab3978d · outbound

This paper cites V oice based gender classification using machine learning,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings V oice based gender classification using machine learning,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.920314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.105947Z digest=sha256:b9cdf4c6669157e7baea4357aa4ec83e6d8c7f6ef6b5c56128a37014f03efa16

Observation 702bb489-abf6-4e13-bc7d-393c99ff1545 · outbound

This paper cites Spoofing-robust speaker verification based on time-domain embedding,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Spoofing-robust speaker verification based on time-domain embedding,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.904454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.111167Z digest=sha256:5b1777dc45413059178d9954600be7a7976d8f5622a6eaa9af48394e148f94f1

Observation 0450f6cd-fd4f-441d-9d04-249896cc3b89 · outbound

This paper cites Effects of waveform pmf on anti-spoofing detection,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Effects of waveform pmf on anti-spoofing detection,

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.888333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.116421Z digest=sha256:3ee001e27ba2907511082e82c26f33ff56d18586aff6af486b09fb5c072e3025

Observation 65b733c2-1fd4-4cf6-b652-3e987ad7f42c · outbound

This paper cites Meaningful embeddings for ex- plainable countermeasures,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Meaningful embeddings for ex- plainable countermeasures,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.873600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.121495Z digest=sha256:07b0168c716ad3565ac18e8def6bccbb0e9d5478a8c76c10092a472a8decc003

Observation 3e6cfb50-fb0d-4fc4-ab85-81bd2e363a3b · outbound

This paper cites Speech database and protocol validation using waveform entropy.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Speech database and protocol validation using waveform entropy

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.858828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.126631Z digest=sha256:0cbcc7ebc833bde6bf1781da65c037b38facc401166c2ff0b989e0ade5bd0a9d

Observation f97b52ae-f26e-4eee-8eb1-f79167ca02c4 · outbound

This paper cites The Quadratic-Chi Histogram Distance Family,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings The Quadratic-Chi Histogram Distance Family,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.844354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.131890Z digest=sha256:37ee43e339139b0c4814aaf8a16106f778555c02b5b6d17e480d06ada3bcecee

Observation 8e8d3e83-02ce-42b2-bea4-db0bdff1cb98 · outbound

This paper cites Template matching using fast normalized cross correlation,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Template matching using fast normalized cross correlation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.830246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.136943Z digest=sha256:846ea1d1eb576287c7e0f250ddb863a04b69747ee674d4a59c7b91258e1db696

Observation 467f64d4-2c5a-49d3-9955-16f369f2a964 · outbound

This paper cites Neue begr ¨undung der theorie quadratischer formen von unendlichvielen ver ¨anderlichen.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Neue begr ¨undung der theorie quadratischer formen von unendlichvielen ver ¨anderlichen

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.800048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.146799Z digest=sha256:4e67ef360e75234ff09f1ef4516039c7fb22ae3669f98935ce0b7be7f6ffd808

Observation 6c0f116c-a1f5-4af4-9456-1ca47b8a63d2 · outbound

This paper cites XGBoost: extreme gradient boosting,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings XGBoost: extreme gradient boosting,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.784187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.151438Z digest=sha256:fa3d2778f2fe86e891dfe48a50f15da5f63a3253bb98267fca13afced94dcf54

Observation 8d54a6a7-af6f-4be4-9a83-a3cf78900990 · outbound

This paper cites Skip Connections Eliminate Singularities.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Skip Connections Eliminate Singularities

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.156880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.156880Z digest=sha256:5c79583911551607eee83905f83d2dfcb1ac6fac34d4ba2da2bcefb1b1e12671

Observation c217bad4-be2e-4c59-baae-b944bb983943 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings SpeechBrain: A General-Purpose Speech Toolkit

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.162746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.162746Z digest=sha256:b192c9452620197dbcb9c1ed8334c6e68f1b49917e078f7c96bbe7cb8a6012cd

Observation 9b07e16b-7db2-4000-baf1-c18debb9e5fa · outbound

This paper cites ECAPA-TDNN: emphasized channel attention, propagation and aggregation in TDNN based speaker verification,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings ECAPA-TDNN: emphasized channel attention, propagation and aggregation in TDNN based speaker verification,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.768732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.167609Z digest=sha256:b146c9c8c069a63fd1041d8742ac23038da1a2d97e9282d606efffc81d756968

Observation d5d30dbf-5256-47c5-be3b-d9cdd8c0047c · outbound

This paper cites ASVspoof 2019: Automatic speaker verification spoofing and coun- termeasures challenge evaluation plan,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings ASVspoof 2019: Automatic speaker verification spoofing and coun- termeasures challenge evaluation plan,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.753414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.172218Z digest=sha256:78ec53c84c2a1c77534e566e53d048cefd9197a5831d495a92556390aa19db2c

Observation 9e5a3453-074d-414a-9821-eeffacb6a1cb · outbound

This paper cites t-EER: Parameter-free tandem evaluation of countermeasures and biometric comparators,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings t-EER: Parameter-free tandem evaluation of countermeasures and biometric comparators,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.737775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.177852Z digest=sha256:37900a8c4d829a73f4c3dd7f684640b1424ce0558ac2cfbfd2c7637e11cb64d1

Observation cbd47594-e68b-4d72-868f-1c4610ff39e0 · outbound

This paper cites Out of a hundred trials, how many errors does your speaker verifier make?.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Out of a hundred trials, how many errors does your speaker verifier make?

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:50:48.388214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.183854Z digest=sha256:8e72dee6b0a6205189a9e1f65e742a49202570ddd8073ef71828d97c8953f1fe

Observation 7c4cb0bd-3f4b-476b-8f9b-8ae9ade3b1f3 · outbound

This paper cites Tandem assessment of spoofing countermeasures and automatic speaker verifi- cation: Fundamentals,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Tandem assessment of spoofing countermeasures and automatic speaker verifi- cation: Fundamentals,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.722926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.191654Z digest=sha256:ae46d55a05b1406cbc1c0419c793a3fa78789b1111b1bbc353a87d48cae3035c

Observation 4f0a0ae6-6213-4007-b640-8a2936028dec · outbound

This paper cites a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.706290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.200085Z digest=sha256:07392b84b51ec5f5317ad8399bb8749b8f316445b5355db51d090870144af8b4

Observation 3f6d96b1-083c-4a90-899e-82950e64376b · outbound

This paper cites The NIST speaker recognition evaluation–overview, methodology, sys- tems, results, perspective,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings The NIST speaker recognition evaluation–overview, methodology, sys- tems, results, perspective,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.688798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.207349Z digest=sha256:19898cf168fa989f8a6edbef0d7ae6f6d696766ee1cc8d9955dfb9eb466898e8

Observation 54780c3f-3dad-43f7-9090-bac8a15a54f8 · outbound

This paper cites t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.215225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.215225Z digest=sha256:d955c2d533d6d625749c56923bd465b7e1f4f4355a3a6b246a282550245e75b0

Observation d32ddd8f-8de2-4483-ba87-37bba1489390 · outbound

This paper cites ASVspoof 5 evaluation plan,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings ASVspoof 5 evaluation plan,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.672933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.222559Z digest=sha256:46f592df16033de79eb91e40a4c83981f01e745feb4cead5db5afa7defaca643

Observation 3975c13f-0ac4-4d11-b9ad-debe4a445bd2 · outbound

This paper cites Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.228344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.228344Z digest=sha256:b2135f1dce0c0726b8c7c1f8748a95e63dccf7b806ec78da83114a2a70cc0817

Observation 07bf701e-8415-4fc5-8e68-3f2f36f6a5d8 · outbound

This paper cites Confidence intervals for evaluation in machine learning.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Confidence intervals for evaluation in machine learning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.656484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.235226Z digest=sha256:e063ba693f4200cca4b946249dceea3c2c931ea4cee202e2f2dc132015f50fc7

Observation 7a05a465-191a-4d69-96b5-1d88699e727c · outbound

This paper cites Estimating the confidence interval of expected performance curve in biometric authentication using joint bootstrap,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Estimating the confidence interval of expected performance curve in biometric authentication using joint bootstrap,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.639672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.240905Z digest=sha256:ba03775ec3efbfeea0d1f7cc6ce0e50bde1d1dba9dda0ea4a392b2dc9936d932

Observation 88fea0d7-789c-414a-bb83-c0f3de10b4eb · outbound

This paper cites Benchmarking non-parametric statistical tests,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Benchmarking non-parametric statistical tests,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.623216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.246805Z digest=sha256:303af6a0d2a9f1b01848fe167585f4b62fdcccb2b1cbeb8d384b877bb9a10ea2

Observation 3ce1e8d3-b83d-4868-88b7-e7bb4ecf03a3 · outbound

This paper cites Principal component analysis,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Principal component analysis,

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.251979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.251979Z digest=sha256:9023f07836d3db18617cada0ad3d2a613a4ae4a6749b7abed0c7110e89732ce1

Observation c43d3fc6-f368-4f80-93a1-72ac3509033d · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:48.257278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:48.257278Z digest=sha256:86fee38004eae4737c31364262c8ec3aeb2298b7901f3a85682992845a7d0250

Observation 25b0dc84-084b-4158-b686-4e7303a37e27 · outbound

This paper cites Borderline over-sampling for imbalanced data classification,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Borderline over-sampling for imbalanced data classification,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.596515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.263784Z digest=sha256:4b543fd1d6d13deedb02bfb2f823c51f55a5cb10ba8cca2a5bd281b1ea83a290

Observation 5f45862b-2443-4b61-acc9-6422bedd014a · outbound

This paper cites Towards theoretically understanding why SGD generalizes better than adam in deep learning,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Towards theoretically understanding why SGD generalizes better than adam in deep learning,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.580695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.268403Z digest=sha256:e7aa249c3c76d6bee6818583267dca7ecfe18206b6711b87202074a12b344194

Observation 23b160e5-4bf5-4778-bb47-cbca9948d5a8 · outbound

This paper cites To what extent can asv systems naturally defend against spoofing attacks?.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings To what extent can asv systems naturally defend against spoofing attacks?

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.564790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.273623Z digest=sha256:24500c305d7ffb0fdfa54b2e3bc39cee381b534eb7573b56b53ef1671ae1b973

Observation 9bdab148-6b04-4514-af67-4e5c23a232f0 · outbound

This paper cites Automatic speaker verification spoofing and countermeasures chal- lenge,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Automatic speaker verification spoofing and countermeasures chal- lenge,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.548705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.281381Z digest=sha256:6f96f73e07f38806fc841f4331cd595743b478c3c28ade95e60c932098c8ff4f

Observation 38c4d158-7c4d-4665-a1d2-1c48a13a986a · outbound

This paper cites Deep residual learning for image recognition,.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Deep residual learning for image recognition,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:50:48.532760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.287894Z digest=sha256:11b8c2cf17980da3a756ba0957ff4d359a4a2e4b25d900b7c8592b7da19bf694

Observation ab9290d3-a5bd-417d-9ec2-f930f0e08c19 · outbound

This paper cites an unresolved cited work.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings Unresolved cited work

Reference 4387

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T05:50:48.815344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:50:48.141864Z digest=sha256:90f9cd827a90fc47dfccb965b92a039e5c464bb7a94030b5b9949eaf20fa3e3b

Pith citing papers

Observation 05118ece-bdac-4438-b907-e45e6b56d356 · inbound

ATMM-SAGA: Alternating Training for Multi-Module with Score-Aware Gated Attention SASV system cites this paper.

ATMM-SAGA: Alternating Training for Multi-Module with Score-Aware Gated Attention SASV system Tandem spoofing-robust automatic speaker verification based on time-domain embeddings

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:37:34.044826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:37:34.044826Z digest=sha256:17b340a7d33fe6f4d4b160bbe4e809b3171ba9b4ea9ac2ac911fe3df5f93a4bd

Observation a98936c8-12af-46ba-b2a3-c3e77deb03ca · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems Tandem spoofing-robust automatic speaker verification based on time-domain embeddings

Reference 159

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:34:12.324794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:34:11.087150Z digest=sha256:2500c4e0b017865aa6bd26929230c0a353c47f3fa723bd76e4c5b027ebb01c54