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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

Resolution
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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:47.995232Z digest=sha256:675f770a3339db295abbc6705758cc8666faf643591cd24eee082005942ac655

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.010242Z digest=sha256:b8c48d541e9de5711ad1ce902f943683c476043f5c88f1413133b17b2f4d67c4

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.

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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:ec952df4fec455cfa119f8093e0fb5498fc9bc3052fb92ee781db4caa94f74ec

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.039861Z digest=sha256:4a1aacb24865b84a761dc16de90adf9da0f5667e2755096a8dd0a471f8fdc355

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.044730Z digest=sha256:3de10608f14ccd3304c2aad2b9cd9f128034a08b292903138a6e646bdd6916ef

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.049773Z digest=sha256:ac22cb1404055cd6cbdab18199481d707c46cb7a19ee7de4129f6a4cc17719c1

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.

source=pdf_text observed=2026-08-11T05:50:48.054520Z digest=sha256:f6132c85863e6dad242925c75841570d37b05f21529891ccaab6db45db221670

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

Resolution
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 2026-08-15T06:32:42.880941+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=sha256:9e26fc5058f79af7463e6cb7c0a6216bdcc2fbf78c47b0dd376bb8f2ba793318

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:f5b90d63214a7c191b3c62319a2f5ffdadedcfc64c89fd7ea9f0525dd64e3519

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.080602Z digest=sha256:263fdb98677e2f018aab400e666bff5b8f57dd78a47d4e4f0afb024d8f753f2c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.086067Z digest=sha256:f92d3dcc967c181e33c88ef7ebe947d609a1b8473c02d36300b2ad54c9d68448

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=sha256:6d4c6ae1933a11103f4a4f88822cd22d825386792629703f44ddbadcab252265

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.096394Z digest=sha256:98df848394984148b9460fc874a18ff773062f60dc199b3b7fc3bb0aea1b01c6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.101008Z digest=sha256:0fea1d6ffeec5138cce2e78deea63e2c7a5b16f0b825aaf2166a7f069ab7a020

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.105947Z digest=sha256:c6cd782cf746695690d3d493d9d48e177b36447fda75d0e8d29b6ea94cb82eaa

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.111167Z digest=sha256:d4143b46c2e7dfda03526b0804a1fdfc2e56e859afbb8a799252262b6eee553a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.116421Z digest=sha256:c979a0659783bf2f1771ce394bcc332b2a54dd6e49654b9dc170a4dd3f79df9c

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.121495Z digest=sha256:3ffb74289c77675f123d9fe1947fba589df051b1a0fd330c9368ee9cc5717d6a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.126631Z digest=sha256:a07c6741a85de5fd6f78e3b4161817bde509770450ca9f8aecf1a43d9f2c4549

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.131890Z digest=sha256:db45ba7bbacaefd0b1a94d769bc53fddb855a6e357e01a486fdd0c867059c4e3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.136943Z digest=sha256:c9a3d0c4385cbaf1fc9e2122c159330f47c993e3db7e18414ac8cc0bbc161c60

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.146799Z digest=sha256:5c5d3ff880b7b3fec8034a5b573c2e30f99f234b24ec13a6665477fbdafefa99

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.151438Z digest=sha256:911fce42aaa7038dbb7d05053dc1bed1557dade9ee3a733aa4e1ca829b00e3ea

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=sha256:72fd20910b38d21d10388d0e9abb029ef381b7ca32b0697037e12739d53561c0

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:fc4759e5a4b84461901914e629552b0f2d834c992be95ba8a8f94f093e4f14e9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.167609Z digest=sha256:191ad3757ee5037c39297ccb57b7efa099fd1b91e3ac223aa6d921ac5b6f0e66

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.172218Z digest=sha256:b14fdb093f0b13c20ee0389ec128c1af6d6b1813f09a8bb261f42713d5213727

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.177852Z digest=sha256:663ccf7ef2c8b245a2a7ad88dfa8d3b6ef37dec646d9123df2d535f4e3d13edf

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.183854Z digest=sha256:34522ede9a456e89eda89af7a4638faf88518a41c3db2b73897be5101a768818

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.191654Z digest=sha256:7b4171c43c3e830662113844d824ae9aacf0e9763c9432895097330902a549b0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.200085Z digest=sha256:1f5654c138f841fb8e5aad02c71186078d93d1aacc7d1424085f4b087894afb2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.207349Z digest=sha256:1b7ee649431fdf375bab7ba7d6b2a32908454d9397bff7f57d7d7250bfae7e68

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

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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:cafe24a03875b360ce355bf10dcf08ef89003f0f63bc0d2520591b0930b59ece

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.222559Z digest=sha256:17143aaf07f1af751451f0b9846697fe96c3bf0e4641c971f9015fe896b93870

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:a12b2bfc042c1ba03d50ccf4dd9901acc132a14c821ba4ea941f79882c447368

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.235226Z digest=sha256:283b57fd31e9c139db52993f57c4595c9dd720c6fc63673379defe66a9fc90b9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.240905Z digest=sha256:5ab6c95d8479f40f2cbafc7d0577a0f2c87e1b6047b0aac998dd84afa36eaf0e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.246805Z digest=sha256:88806a5912ecf2bc5e4adf6269644457e257731373250887de6e377b77bae8fc

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=sha256:3b5da4a2fca531b20e383516b7ef93a3cc85356699daf1b92dad489947075c34

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=sha256:9074487817117895fcfc16152c601e18f3d658c877ed0ec198cee4c840305b67

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.263784Z digest=sha256:96b5c690d32065d2f4bd1baef8cdcc442b3ffe5114fdb409ac7975602536fe3c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.268403Z digest=sha256:210f316c3b0f9ec7250d8ce8a4635dad00b334f0ad009c1aeb4c0de2f4e8380a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.273623Z digest=sha256:c9efe1fbc9b47909709340fb7417c73e52a54347390af3b5c5b97e5e3cbf8150

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.281381Z digest=sha256:15cce0f5fcdc8dc6e8ac256e4abc69e8fcf3c4052260ef0c28be1f932ff39931

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.287894Z digest=sha256:f8e3a2a34103b690c815bb0bdf5af9beccd8637097120babceea7016b3c7ec5d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T05:50:48.141864Z digest=sha256:ddb7060d37ebdfbf080f8b6fb467b8c3d70dfb621e810a7573c2e14e92625105

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:d1cd712a05af76eea900e49a2b58f8a0bb407c21811d8f27cf82c05b64a5e042

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T14:34:11.087150Z digest=sha256:54eb3dae3c1e41fc5d5b49f8c90c83fba4cbecd65a1e285e402526f94b0a38ec