Paper Citation Record · LEDGER

The VoicePrivacy 2024 Challenge Evaluation Plan

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2404.02677.

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

pith.paper-citation-record.v1
2404.02677 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:30:35.135306Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4769a18e-782b-4687-91b5-578ad4e08389 · inbound

Perceptual implications of automatic anonymization in pathological speech cites this paper.

Perceptual implications of automatic anonymization in pathological speech The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-22T18:01:54.214375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdfaab5b-a642-4136-953a-348acff1100d · inbound

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation cites this paper.

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:35.135306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b67265ff-0245-4bcc-8c65-8d10b84e993f · inbound

Private kNN-VC: Interpretable Anonymization of Converted Speech cites this paper.

Private kNN-VC: Interpretable Anonymization of Converted Speech The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:48:55.723797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6ebc40-aa41-4aea-aae7-359bf18a1851 · inbound

Mitigating Language Mismatch in SSL-Based Speaker Anonymization cites this paper.

Mitigating Language Mismatch in SSL-Based Speaker Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:14.554540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f17532-2e3f-4c52-b5d9-b6f676460f91 · inbound

First Steps Towards Voice Anonymization for Code-Switching Speech cites this paper.

First Steps Towards Voice Anonymization for Code-Switching Speech The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:49.923408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278bf2ee-25d5-409a-b07e-248f74c13b13 · inbound

SecureSpeech: Prompt-based Speaker and Content Protection cites this paper.

SecureSpeech: Prompt-based Speaker and Content Protection The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:07.566548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bfdfdc0-6d2a-49b5-b476-b7240118971e · inbound

VoxATtack: A Multimodal Attack on Voice Anonymization Systems cites this paper.

VoxATtack: A Multimodal Attack on Voice Anonymization Systems The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:14:28.135034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9ad13a1f-2068-4c8c-84a1-3fce6692ec20 · inbound

Exploiting Context-dependent Duration Features for Voice Anonymization Attack Systems cites this paper.

Exploiting Context-dependent Duration Features for Voice Anonymization Attack Systems The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:17.118758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa630d32-c287-4b23-a731-ae1d22b3f920 · inbound

The Risks and Detection of Overestimated Privacy Protection in Voice Anonymisation cites this paper.

The Risks and Detection of Overestimated Privacy Protection in Voice Anonymisation The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T11:40:32.981518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c1e4b1a-7c97-493a-9265-84f72516daf7 · inbound

Use Cases for Voice Anonymization cites this paper.

Use Cases for Voice Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T22:48:04.432113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f197030-bf1c-4030-afbc-effde2e71b5a · inbound

SEF-MK: Speaker-Embedding-Free Voice Anonymization through Multi-k-means Quantization cites this paper.

SEF-MK: Speaker-Embedding-Free Voice Anonymization through Multi-k-means Quantization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T22:25:53.343550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20543e1c-b56b-4059-a882-b02650cb73e3 · inbound

SegReConcat: A Data Augmentation Method for Voice Anonymization Attack cites this paper.

SegReConcat: A Data Augmentation Method for Voice Anonymization Attack The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T16:10:15.966935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ed76d92-fad1-4560-a147-dba132840050 · inbound

Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake cites this paper.

Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T23:46:07.650976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a68e97-8338-403a-9d90-831833dec276 · inbound

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks cites this paper.

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T15:50:29.672584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efee908c-4c40-45a5-98d1-eb10fc555189 · inbound

Content Anonymization for Privacy in Long-form Audio cites this paper.

Content Anonymization for Privacy in Long-form Audio The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:01.815086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3e8b22e-3d28-46ee-8b62-e3cd06f3fe1d · inbound

Anonymization, Not Elimination: Utility-Preserved Speech Anonymization cites this paper.

Anonymization, Not Elimination: Utility-Preserved Speech Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:51:46.155582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfff49a8-157a-436d-9dc2-c18aa10f3065 · inbound

Evaluating voice anonymisation using similarity rank disclosure cites this paper.

Evaluating voice anonymisation using similarity rank disclosure The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:00:55.838555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fd6849b-7e69-4cce-82c3-61dd8e8f38ca · inbound

Privacy-preserving Prosody Representation Learning cites this paper.

Privacy-preserving Prosody Representation Learning The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T20:42:37.048379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 317bd783-4c0e-4731-99f4-af045cbbdee6 · inbound

A Large-Scale Per-Speaker Analysis of Re-identification Risk in Speech Anonymization cites this paper.

A Large-Scale Per-Speaker Analysis of Re-identification Risk in Speech Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:07:21.237902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 226b4783-f675-4186-804c-bcca0d63a1f9 · inbound

TF-MoE: Time-Frequency Mixture-of-Experts for Efficient Speech Separation cites this paper.

TF-MoE: Time-Frequency Mixture-of-Experts for Efficient Speech Separation The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T03:04:14.411739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2025c1e7-218a-4139-935f-104b4d67ea1b · inbound

TF-MoE: Time-Frequency Mixture-of-Experts for Efficient Speech Separation cites this paper.

TF-MoE: Time-Frequency Mixture-of-Experts for Efficient Speech Separation The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:45:29.365647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16438ea9-cbd2-438b-b0d5-d447f74ca0dd · inbound

Multimodal Speaker Verification as a Threat to Speaker Anonymization cites this paper.

Multimodal Speaker Verification as a Threat to Speaker Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:40.458754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.