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Paper Citation Record · LEDGER

Alethia: A Foundational Encoder for Voice Deepfakes

As of 14 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2605.00251.

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

pith.paper-citation-record.v1
2605.00251 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T19:27:59.124425Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:12:30.668116Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

60 of 60 outbound references displayed

  • verified exact27
  • verified fuzzy19
  • unresolved6
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 641850ff-482e-422d-952e-a48fbe8847fa · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Alethia: A Foundational Encoder for Voice Deepfakes V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-11T15:41:33.204364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:7ae145b9bd19a2881fecb22b9b4aa128db633ff7ec0a65b7960c9d39532ce72f

Observation 9d1c0c32-53fb-4c50-9523-59b0afd95d6c · outbound

This paper cites Transferring audio deepfake detection capabil- ity across languages.

Alethia: A Foundational Encoder for Voice Deepfakes Transferring audio deepfake detection capabil- ity across languages

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.440406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:28094e830c5bdfcac8256435f4d0626d2b09544d91e958db802711c45ff61a1d

Observation 7bbd27c9-76fe-4fe9-b43c-b64d3365c9ba · outbound

This paper cites Learning by Reconstruction Produces Uninformative Features For Perception.

Alethia: A Foundational Encoder for Voice Deepfakes Learning by Reconstruction Produces Uninformative Features For Perception

Reference 3

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verified exact
arxiv_id, observed 2026-05-11T15:41:33.295146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:2828506fe6c4b7c439a4b0bf41750ff0e2dc0d6c33e2d35627bfdf0fa86a925d

Observation 48e383b4-6414-4ccd-9d0e-b2937a6c30c6 · outbound

This paper cites an unresolved cited work.

Alethia: A Foundational Encoder for Voice Deepfakes Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-05-25T21:26:15.437118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:9043391471c4c5b666245749a4ed4cabf06a40897a166e84040411228e4c867e

Observation 620aedc2-c342-4ea4-9c12-2a2fd41977c0 · outbound

This paper cites Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024.

Alethia: A Foundational Encoder for Voice Deepfakes Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024

Reference 5

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metadata mismatch
arxiv_id, observed 2026-05-28T02:04:08.212974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:5950a18c96be1697eee3d56b7e39eddaf20f7067a33fd150f7d45dadf0c13e6f

Observation a0a9749f-0886-48cb-9feb-c36f9e79e3d5 · outbound

This paper cites CoLLD: Contrastive layer-to-layer distil- lation for compressing multilingual pre-trained speech encoders.

Alethia: A Foundational Encoder for Voice Deepfakes CoLLD: Contrastive layer-to-layer distil- lation for compressing multilingual pre-trained speech encoders

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.443193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:3147b800f605fb746f31d87eed876d33ff5d32a03c6e2c2338dc9263c6820828

Observation b3c39e7d-ebbd-417a-bfa5-7ab57dcca0a4 · outbound

This paper cites USAD: Universal Speech and Audio Representation via Distillation.

Alethia: A Foundational Encoder for Voice Deepfakes USAD: Universal Speech and Audio Representation via Distillation

Reference 7

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arxiv_id, observed 2026-05-11T15:41:33.721376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:877f1d06c0009de79db0e26f82b16c046a728a77833c32dc950cf7ef853d71e1

Observation 959fdc7d-61b5-4113-81c0-59a1e5dfdb88 · outbound

This paper cites Demir¨ors, M., Ozbayoglu, A.

Alethia: A Foundational Encoder for Voice Deepfakes Demir¨ors, M., Ozbayoglu, A

Reference 8

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raw_fallback, observed 2026-05-25T21:26:15.427302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:ebd3edd2ee9c6ab98184071a3f5a704e6838768d6aca77adebbeea56e455b520

Observation ec839b8c-84cd-4a80-8dd8-28bb7f05535e · outbound

This paper cites Trident of poseidon: A generalized approach for detecting deepfake voices.

Alethia: A Foundational Encoder for Voice Deepfakes Trident of poseidon: A generalized approach for detecting deepfake voices

Reference 9

Resolution
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raw_fallback, observed 2026-05-25T21:26:15.422498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:5b69e16d56a390b61b3349cca7602d4fc549058a4fde345e61c64caa9fb63fdc

Observation cd5b9cba-767b-4ba0-b146-8cd0edf47473 · outbound

This paper cites T., Manrique, R., and Nunes, B.

Alethia: A Foundational Encoder for Voice Deepfakes T., Manrique, R., and Nunes, B

Reference 10

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raw_fallback, observed 2026-05-25T21:26:15.424855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:310cdd95d00f10e3f4b2db2ffb93aad0726f0d423fb15f2e717643893ac51110

Observation 265e0227-7795-4c2a-a43c-233ec782d76d · outbound

This paper cites ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts.

Alethia: A Foundational Encoder for Voice Deepfakes ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts

Reference 11

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arxiv_id, observed 2026-05-11T15:41:31.105348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:bbb62e6d303483b2b11e6ff83c826e6a12f11d50a62a85d70b81d7a3a8d4b7cf

Observation 7640aea8-f2a2-4703-9bdc-21922a0b421c · outbound

This paper cites Post-training for deepfake speech de- tection.arXiv preprint arXiv:2506.21090.

Alethia: A Foundational Encoder for Voice Deepfakes Post-training for deepfake speech de- tection.arXiv preprint arXiv:2506.21090

Reference 12

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verified exact
arxiv_id, observed 2026-05-11T15:41:35.515762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:007e9386fda2bd773f8bd0b416b3492470c51671ce6d5d5a26ffe6878f34fe17

Observation 7933d3d9-79f2-4a52-ab0a-670c1d26897c · outbound

This paper cites ReMASC: Realistic Replay Attack Corpus for Voice Controlled Systems.

Alethia: A Foundational Encoder for Voice Deepfakes ReMASC: Realistic Replay Attack Corpus for Voice Controlled Systems

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-04T23:45:46.948480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:16697e7a8631b8943ce21290cd6090bece7eb1d8cc68785b01c166219e96ec80

Observation bfa253f2-f954-4410-b27e-8284d9e9d1f1 · outbound

This paper cites R., Pimentel, A., Avila, A.

Alethia: A Foundational Encoder for Voice Deepfakes R., Pimentel, A., Avila, A

Reference 14

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raw_fallback, observed 2026-05-25T21:26:15.434718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:245d03ff6f87925cd93b5d1f2258fc85f95b7a51fdc106e3b29bca4df3b63ddf

Observation ffd426c4-a3c5-4a1e-b09c-22283fe12c2b · outbound

This paper cites An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning.

Alethia: A Foundational Encoder for Voice Deepfakes An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:30.569243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:12f2ea350b73db05a7fd5cc1084a5906163fd19f587fb75fb96a8edc80ef6252

Observation e60da123-abcf-460e-a92e-e8dbb05497e8 · outbound

This paper cites Wav2DF-TSL: Two-stage Learning with Efficient Pre-training and Hierarchical Experts Fusion for Robust Audio Deepfake Detection.

Alethia: A Foundational Encoder for Voice Deepfakes Wav2DF-TSL: Two-stage Learning with Efficient Pre-training and Hierarchical Experts Fusion for Robust Audio Deepfake Detection

Reference 16

Resolution
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arxiv_id, observed 2026-05-11T15:41:32.948686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:65e154730ea276c9f7955fb806342e926adf90a251f7e62bb34c1be7549e3dab

Observation 22f2ad38-e67a-41a7-a0b6-3621a7587aca · outbound

This paper cites Manipulated Regions Localization For Partially Deepfake Audio: A Survey.

Alethia: A Foundational Encoder for Voice Deepfakes Manipulated Regions Localization For Partially Deepfake Audio: A Survey

Reference 17

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arxiv_id, observed 2026-05-11T15:41:34.085537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:cd609c1571873e112d01e10cc16bbe7ec8e83cc43a66363f315d4d39d36e66ac

Observation bf7a20ec-4abf-4975-8772-f9a17653c7c5 · outbound

This paper cites SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods.

Alethia: A Foundational Encoder for Voice Deepfakes SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods

Reference 18

Resolution
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arxiv_id, observed 2026-05-11T15:41:35.077427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:838ed4951ca80b3eb79214120378150642c8f6b15f29bc8419e5462d629032b6

Observation 7aec9a64-e12e-4b43-b87a-772f5749caa8 · outbound

This paper cites UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook.

Alethia: A Foundational Encoder for Voice Deepfakes UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook

Reference 19

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arxiv_id, observed 2026-05-11T15:41:32.535227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:81e992f99064323466f33aa95fd5ce4ba55b01d6fb4d6e75b7376026a101fda6

Observation 004b232c-6971-43c3-8c4b-3c74bd0f50e9 · outbound

This paper cites S., et al.

Alethia: A Foundational Encoder for Voice Deepfakes S., et al

Reference 20

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raw_fallback, observed 2026-05-25T21:26:15.414891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:b2c96a3cb4b3444ace1abc41bbc4e04613bdab56f2b9934c8dd9aef117071e97

Observation 95430da1-9ed2-4b28-8b7d-cc3f1eab6971 · outbound

This paper cites Source Tracing of Audio Deepfake Systems.

Alethia: A Foundational Encoder for Voice Deepfakes Source Tracing of Audio Deepfake Systems

Reference 21

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arxiv_id, observed 2026-05-11T15:41:33.959367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:6a1f94d916730355b8c0bd6e632ce508d0172809a4ffa434342514f50e8149f0

Observation db490d85-3db8-45f7-a3c5-e367e0dc8cf0 · outbound

This paper cites IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection.

Alethia: A Foundational Encoder for Voice Deepfakes IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection

Reference 22

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arxiv_id, observed 2026-05-11T15:41:32.825794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:18015ad77ec3b16298890b48fdb6f0c82215da9da4c27cf53c6dca754de2e2d3

Observation c21f4f4c-7721-4560-a33d-f6a9edee7702 · outbound

This paper cites A survey on speech deepfake detection.ACM Computing Surveys, 57 (7):1–38, 2025a.

Alethia: A Foundational Encoder for Voice Deepfakes A survey on speech deepfake detection.ACM Computing Surveys, 57 (7):1–38, 2025a

Reference 23

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raw_fallback, observed 2026-05-25T21:26:15.420026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:dec98c4bf86c57e0484d440ec585df3713af1c700a7092b37e57ca02cf22013a

Observation 45bb5d01-2935-453b-8288-39b70abcc2d3 · outbound

This paper cites Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption.

Alethia: A Foundational Encoder for Voice Deepfakes Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption

Reference 24

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verified exact
arxiv_id, observed 2026-07-07T02:18:24.167264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:e2c59e3bd36dee61b6ba7979d95dc39983d9a2d9071bd30c003ca29d84a0d7bc

Observation 303860d8-5039-4cbd-a4bf-4b284ebb126e · outbound

This paper cites Flow Matching for Generative Modeling.

Alethia: A Foundational Encoder for Voice Deepfakes Flow Matching for Generative Modeling

Reference 25

Resolution
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local_arxiv, observed 2026-05-11T15:41:34.564428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:df973dacd75c9684cea4a3a781ec0b1dd50aaf3ac1c853ce42fb903e308eb889

Observation 54d60b93-9d0e-4c9f-bbf3-47f739e9f73c · outbound

This paper cites Generative Pre-training for Speech with Flow Matching.

Alethia: A Foundational Encoder for Voice Deepfakes Generative Pre-training for Speech with Flow Matching

Reference 26

Resolution
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arxiv_id, observed 2026-05-11T15:41:33.447165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:106a6757caf3e658982b8ec012a772eb1b8be33c8f998f26316803ec2259138e

Observation 73407916-7033-4ba0-a8ac-9eefc9445da5 · outbound

This paper cites A., and Chng, E.

Alethia: A Foundational Encoder for Voice Deepfakes A., and Chng, E

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.412803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:adfb5315b749d95d3312f105a1c1941d0b2ac6d6f8b75c97ef6b2009fbffc80f

Observation 3ab933b8-abae-4b07-bd9f-47b793255611 · outbound

This paper cites Can Emotion Fool Anti-spoofing?.

Alethia: A Foundational Encoder for Voice Deepfakes Can Emotion Fool Anti-spoofing?

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:30.964905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:47a3c29400990fcc1e746f8c78d4c6bd8907ff3d8292c2af5d4e628735bf6da8

Observation 14e2efef-894b-4138-b102-c69a60f8db54 · outbound

This paper cites Discrete audio tokens: More than a survey!.

Alethia: A Foundational Encoder for Voice Deepfakes Discrete audio tokens: More than a survey!

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:31.016439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:bf811edf2f3ab33dbc81e822f9ddc5b0fc95bd5d1478a108dabc0545b6b8d1e4

Observation a032c811-d589-4306-a92b-c6326b7389ac · outbound

This paper cites Replay Attacks Against Audio Deepfake Detection.

Alethia: A Foundational Encoder for Voice Deepfakes Replay Attacks Against Audio Deepfake Detection

Reference 30

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arxiv_id, observed 2026-05-11T15:41:34.689109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:5890e0153d68a68cc6cdc52ff11f823e359c5df0981b368f297865dfeceee942

Observation d350a536-2e4e-4c06-976a-453ad440e1ac · outbound

This paper cites Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?.

Alethia: A Foundational Encoder for Voice Deepfakes Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?

Reference 31

Resolution
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arxiv_id, observed 2026-05-11T15:41:30.779331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:01cb59b7263c2939d934c587178957cdfc59ea5816ad30271a0a9de3075925a9

Observation da469195-752a-499e-ae69-431c1a6f9e30 · outbound

This paper cites H., Vest- man, V ., Todisco, M., Delgado, H., Sahidullah, M., Yam- agishi, J., and Lee, K.

Alethia: A Foundational Encoder for Voice Deepfakes H., Vest- man, V ., Todisco, M., Delgado, H., Sahidullah, M., Yam- agishi, J., and Lee, K

Reference 32

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raw_fallback, observed 2026-05-25T21:26:15.417453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:b9f85f625346e85f48ef1c26b90d7836e4ff11bbbc1fa45bc55057c58c682f87

Observation e04cab96-3f1c-47ae-86d1-43213eebbbf4 · outbound

This paper cites an unresolved cited work.

Alethia: A Foundational Encoder for Voice Deepfakes Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-25T21:26:15.432278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:2232ccc3290ace28bfe6e0e7f0b92830762787adebd894cc9a7e9b823411764f

Observation abfa597c-d941-4c84-855a-86aa33d20697 · outbound

This paper cites Singing voice graph modeling for singfake detection.

Alethia: A Foundational Encoder for Voice Deepfakes Singing voice graph modeling for singfake detection

Reference 34

Resolution
malformed identifier
doi, observed 2026-05-09T19:30:37.083915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:205e2c5113139f246c6dd3eb976cadada998e885054bc585040fd65e952c9891

Observation 73cbbff2-7736-4303-bc6e-4260e8bc823b · outbound

This paper cites SRC4VC: Smartphone-Recorded Corpus for Voice Conversion Benchmark.

Alethia: A Foundational Encoder for Voice Deepfakes SRC4VC: Smartphone-Recorded Corpus for Voice Conversion Benchmark

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:31.478174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:f652500c49a35b9bd0a9bd94189fd23f0062edc82fb77e5f1035f2e8f9780f06

Observation 03a1d533-cd23-418f-bf37-2266a05e30a1 · outbound

This paper cites JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesis.

Alethia: A Foundational Encoder for Voice Deepfakes JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesis

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:34.878535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:07fc7640e360fa651c0ae42276734a7c9628e0eb3687a914ddc0893861f93106

Observation 30c8161e-e91a-4a12-a01a-09b12f8d5b39 · outbound

This paper cites Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing.

Alethia: A Foundational Encoder for Voice Deepfakes Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.429930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:08d18172062b2cd87a42e352dbcc537b7303652b2ee9b95c2f2a6f3ae278df35

Observation 6e8d119b-6a94-4ae4-b973-2d391c135383 · outbound

This paper cites JMD: Japanese multi-dialect corpus for speech synthesis.

Alethia: A Foundational Encoder for Voice Deepfakes JMD: Japanese multi-dialect corpus for speech synthesis

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.380956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:3cd67b28d3a3fb1ec0183f0b007e8c7d050e8c3ec0b57dac8a78042d632d13ad

Observation c15dff90-1d12-423e-baa2-7835ea0f993e · outbound

This paper cites JSSS: free Japanese speech corpus for summarization and simplification.

Alethia: A Foundational Encoder for Voice Deepfakes JSSS: free Japanese speech corpus for summarization and simplification

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:31.707924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:1052161ac78d4e4fd6318d744ba656c4920bdf3a2165d3ef9d48a2936328d0bb

Observation aa430382-204a-426d-b3c3-a247a26503d3 · outbound

This paper cites ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale.

Alethia: A Foundational Encoder for Voice Deepfakes ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:35.345209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:76bdf4469188ca78b7a6337057a19c34b51688c82f6710ca5fa0178b27c9c368

Observation 756857e7-d796-44cd-9e2a-c0ca260e2418 · outbound

This paper cites CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems.

Alethia: A Foundational Encoder for Voice Deepfakes CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:34.406645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:5dbfdcd3d75d4268d2f1eaf544196d748055795a3bce7d325e410f8982041dd1

Observation 0c4fa906-d077-4b9b-9385-a08bd0821cd7 · outbound

This paper cites Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition.

Alethia: A Foundational Encoder for Voice Deepfakes Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T15:41:32.564889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:b6468cebc5773622cad1cadaf524b89df4bda90fc94d5a5368986f002b142fc4

Observation d1459f72-da4a-4128-91d9-16cff074ccbf · outbound

This paper cites ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection.

Alethia: A Foundational Encoder for Voice Deepfakes ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T15:41:31.868407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:9056b6277527a1271075424cb55cbcb0427a3fcc8dc72057a0bf4200f633c8d6

Observation de63e1e9-9ecb-4c86-80fa-fdce143c610e · outbound

This paper cites MSceneSpeech: A Multi-Scene Speech Dataset For Expressive Speech Synthesis.

Alethia: A Foundational Encoder for Voice Deepfakes MSceneSpeech: A Multi-Scene Speech Dataset For Expressive Speech Synthesis

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:35.279155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:8451ac583f1a6906ceeb012079a628f08ae89576ce4161328bce5913eca37f77

Observation 1d174128-92b1-4b5d-90be-656fa86a94bc · outbound

This paper cites SUPERB: Speech processing Universal PERformance Benchmark.

Alethia: A Foundational Encoder for Voice Deepfakes SUPERB: Speech processing Universal PERformance Benchmark

Reference 45

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T15:41:33.505238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:421cc3514762b5e2e9c18639b4d7768eebb29f66704f8318c33e1c6c648d4f2e

Observation 9df8832f-7b6d-434f-8990-93f145edc78a · outbound

This paper cites SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations.

Alethia: A Foundational Encoder for Voice Deepfakes SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-06-23T04:13:40.777736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:7a7bbf98605bd482411cdeea6a29e69e2ae4a608e44a013870032e612bc75ad9

Observation 57bc7879-8a94-460a-82e6-a68a2874a80b · outbound

This paper cites Half-Truth: A Partially Fake Audio Detection Dataset.

Alethia: A Foundational Encoder for Voice Deepfakes Half-Truth: A Partially Fake Audio Detection Dataset

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:32.138168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:e1d58754c1b8a89f5c73e2136831d0b9b40a59fddac8c472325c6688e3e4523c

Observation 9b8e9469-d344-4d12-b3e9-869e0c2e5a80 · outbound

This paper cites Singfake: Singing voice deepfake detection.

Alethia: A Foundational Encoder for Voice Deepfakes Singfake: Singing voice deepfake detection

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.378444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:aa8dca4000fe676e87ec753d66287398456aa8eff85f233b2bf7c62a2b9853c6

Observation 18842dae-1a5e-48ea-8bba-30bff6ddf03d · outbound

This paper cites Audio deepfake detection: What has been achieved and what lies ahead.Sensors (Basel, Switzerland), 25(7):1989.

Alethia: A Foundational Encoder for Voice Deepfakes Audio deepfake detection: What has been achieved and what lies ahead.Sensors (Basel, Switzerland), 25(7):1989

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.384022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:a14e866aa63b3151c7832a06f98f24407a72bec37dfc559e47c545ab23216f9d

Observation dd743721-520f-4299-b43f-758fd58a2cf5 · outbound

This paper cites SVDD 2024: The inaugural singing voice deepfake detection challenge.

Alethia: A Foundational Encoder for Voice Deepfakes SVDD 2024: The inaugural singing voice deepfake detection challenge

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.387024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:f87cd5f2bfd62f5aba40e6220489272ac06633535c1368e9fad536f3629db74b

Observation 443d723c-b3cb-413d-8d98-66e5d4368898 · outbound

This paper cites AUDDT: A Unified Benchmark Toolkit for Audio and Speech Deepfake Detectors.

Alethia: A Foundational Encoder for Voice Deepfakes AUDDT: A Unified Benchmark Toolkit for Audio and Speech Deepfake Detectors

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-06-04T02:07:39.638614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:531c93f2df7a88b45eba5346964d7e11f1b9b7123eacd97f18a95c59f37e4c66

Observation 5ccc53a1-bc74-456c-80b1-75dfd457111a · outbound

This paper cites an unresolved cited work.

Alethia: A Foundational Encoder for Voice Deepfakes Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-25T21:26:15.392964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:e51b3f6f6c9df0498230c4b676361b8837414d8c9a8fe8fdb9a09ae16851079f

Observation ed41190a-b2a8-414b-859c-6980c7572207 · outbound

This paper cites all-step.

Alethia: A Foundational Encoder for Voice Deepfakes all-step

Reference 53

Resolution
malformed identifier
raw_fallback, observed 2026-05-25T21:26:15.375713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:17a3a8f43f5edfe509a0e8c44890a6ad7a8dd0a545aba1e9c9ec0f64d1b40ab2

Observation 961a8366-95c9-4244-9868-3a701b2f7757 · outbound

This paper cites Other Tasks PFSL.For dataset configuration and model inference, we adapt the framework provided by Luong et al.

Alethia: A Foundational Encoder for Voice Deepfakes Other Tasks PFSL.For dataset configuration and model inference, we adapt the framework provided by Luong et al

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.390327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:c432df3cf2c3213e2975c96d7a2e4cbffd4786fe022c2d63e9e7cd32aba32cb0

Observation 9c7f63d8-7453-4836-b9d6-95cc554222ad · outbound

This paper cites A VDD.For this task, we adapt code from the FakeA VCeleb repository2.

Alethia: A Foundational Encoder for Voice Deepfakes A VDD.For this task, we adapt code from the FakeA VCeleb repository2

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.401907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:3f123098ebde00b48b4f4759dc366b7d130d5754bc56f66f2891f32b5a65f1bb

Observation c2034fe2-0aa4-4feb-b8a1-db9d751822a6 · outbound

This paper cites an unresolved cited work.

Alethia: A Foundational Encoder for Voice Deepfakes Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-25T21:26:15.404444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:da6413ac6e479b972690070a24b08d4f309513c660c0e8c7a825e8eeca1761c2

Observation cf07b65d-a843-4998-aab0-4a0d012b14e0 · outbound

This paper cites preprocessed.

Alethia: A Foundational Encoder for Voice Deepfakes preprocessed

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.407306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:4c0e4ae91227a1859b5acc0ef26ab1102483864030dc9da95378b691f8b73033

Observation 6704ddd1-53eb-40f8-86b6-04feb069d2e6 · outbound

This paper cites an unresolved cited work.

Alethia: A Foundational Encoder for Voice Deepfakes Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-25T21:26:15.396178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:1ba30698fe0d60bc2c5c4233d354713e49479a1026cab452be9f6e330aeac057

Observation 3e3e94e6-e8af-4352-84c8-5cb0397b6f33 · outbound

This paper cites an unresolved cited work.

Alethia: A Foundational Encoder for Voice Deepfakes Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-25T21:26:15.398943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:a5735eb37068775e93f310fdfbb02dfc68ad3e80656e96f2fd6df60776217ddf

Observation 88836099-047e-4aee-b12a-d881db205f19 · outbound

This paper cites Other Experimental Results G.1.

Alethia: A Foundational Encoder for Voice Deepfakes Other Experimental Results G.1

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T21:26:15.410512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T19:27:59.124425Z digest=sha256:99268a8a5858480cc10a2d7dde9d9b887b7e3bd04f014b19b83f68dc7fc128a0

Pith citing papers

Observation 31613142-6035-4ac0-af9c-3f340d2897df · inbound

Large Audio Language Models for Spoofing-Aware Speaker Verification cites this paper.

Large Audio Language Models for Spoofing-Aware Speaker Verification Alethia: A Foundational Encoder for Voice Deepfakes

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T01:12:30.668116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:12:30.668116Z digest=sha256:1859d7497fd52f6f9463868eb643831ea0c8ccf5a6938ebf7b90ee24d186a7e2