Paper Citation Record · LEDGER

Multimodal Speaker Verification as a Threat to Speaker Anonymization

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2607.19636.

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

pith.paper-citation-record.v1
2607.19636 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:12:44.818591Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

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

This paper cites The VoicePrivacy 2024 Challenge Evaluation Plan.

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.

Observation 54d03c7b-7730-4907-91d2-2003a0c8a0ea · outbound

This paper cites Content anonymiza- tion for privacy in long-form audio,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Content anonymiza- tion for privacy in long-form audio,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:40.561850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6184a1bb-7aa0-4887-8d9b-804a181df7f4 · outbound

This paper cites Can Authorship Attribu- tion Models Distinguish Speakers in Speech Transcripts?.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Can Authorship Attribu- tion Models Distinguish Speakers in Speech Transcripts?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:40.730274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c7eb8d-8dc0-4750-a0a8-00fddb3803f7 · outbound

This paper cites The Impact of Automatic Speech Transcription on Speaker Attribution,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization The Impact of Automatic Speech Transcription on Speaker Attribution,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:40.913132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03c5d665-4a41-48fa-8131-071a142e676b · outbound

This paper cites Stream-V oice-Anon: Enhancing utility of real-time speaker anonymization via neural audio codec and language models,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Stream-V oice-Anon: Enhancing utility of real-time speaker anonymization via neural audio codec and language models,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:41.085802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf474bd-8c07-46c1-bc00-67d5e5d55b9d · outbound

This paper cites Attention back-end for automatic speaker verification with multiple enrollment utterances,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Attention back-end for automatic speaker verification with multiple enrollment utterances,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:41.218587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7216a431-dbeb-40f0-98fc-2eee4706176c · outbound

This paper cites How to merge your embeddings: Statistical vs attention-based speaker embedding aggregation for speaker verification with multiple enrollments,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization How to merge your embeddings: Statistical vs attention-based speaker embedding aggregation for speaker verification with multiple enrollments,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:41.398820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1849547-a6d9-4d64-8cd4-2e4750172d7c · outbound

This paper cites Prosodic features for speaker verifica- tion.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Prosodic features for speaker verifica- tion

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:41.571481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d6d3097-4fbe-4006-8020-71cfab4651b2 · outbound

This paper cites Modeling prosodic feature sequences for speaker recognition,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Modeling prosodic feature sequences for speaker recognition,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:41.743633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53463628-7dcb-4f5d-b10f-9fb3bd58ae64 · outbound

This paper cites Prosodic-enhanced siamese convolutional neural networks for cross-device text-independent speaker verification,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Prosodic-enhanced siamese convolutional neural networks for cross-device text-independent speaker verification,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:41.940487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f2ab4f-7167-4254-aaee-8744fccbce77 · outbound

This paper cites Acoustic parameters in human speaker recogni- tion,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Acoustic parameters in human speaker recogni- tion,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.101151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e985fe9-4c6d-4ea1-a3fc-8ccaa30980b0 · outbound

This paper cites Rhythm Features for Speaker Identification.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Rhythm Features for Speaker Identification

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.171456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26bb5229-1a07-477a-839d-77a4aff1864e · outbound

This paper cites Audio-visual person verification based on recursive fusion of joint cross-attention,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Audio-visual person verification based on recursive fusion of joint cross-attention,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.280499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b21d74-1281-4baf-b519-94c99ba815ab · outbound

This paper cites 3D-Speaker-Toolkit: An open- source toolkit for multimodal speaker verification and diarization,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization 3D-Speaker-Toolkit: An open- source toolkit for multimodal speaker verification and diarization,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.379582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f716431f-a5fe-4b61-b2d4-3a9d620f73cf · outbound

This paper cites Differentially private speaker anonymization,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Differentially private speaker anonymization,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.522825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0620b67a-67f2-4a41-b755-08a70c98b459 · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN based speaker verification,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN based speaker verification,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.725578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16aea033-8874-4bee-99bc-b2762f6c7b38 · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech process- ing,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization WavLM: Large-scale self-supervised pre-training for full stack speech process- ing,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:42.983720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b9e63a-a455-4e84-b0f0-bcfb6d693a33 · outbound

This paper cites Learning universal authorship representations,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Learning universal authorship representations,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:43.207710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e109fb4-e038-4ad0-ac45-aa533cfd8166 · outbound

This paper cites The phonetic bases of speaker recognition,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization The phonetic bases of speaker recognition,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:43.316047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14caaa7a-853d-469f-8cf7-31b337b8fa18 · outbound

This paper cites Laver,The phonetic description of voice quality.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Laver,The phonetic description of voice quality

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:43.577051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ae4241-7d73-40a2-acab-683d4972dc96 · outbound

This paper cites The Fisher Corpus: A resource for the next generations of speech-to-text,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization The Fisher Corpus: A resource for the next generations of speech-to-text,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:43.801701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57fab31f-4632-4d72-984d-5a5de73bdf5d · outbound

This paper cites The LJ speech dataset,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization The LJ speech dataset,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:43.980019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf193b7a-5062-4942-a9ad-abfdd0176b4f · outbound

This paper cites LibriTTS: A corpus derived from LibriSpeech for text-to- speech,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization LibriTTS: A corpus derived from LibriSpeech for text-to- speech,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:44.163326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61e571a-ca6e-4d7a-a850-050ac54cdf3c · outbound

This paper cites V oxCeleb: A large-scale speaker identification dataset,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization V oxCeleb: A large-scale speaker identification dataset,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:44.355693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba7266b-ab12-4a66-9f7a-47022dd8a18b · outbound

This paper cites V oxCeleb2: Deep Speaker Recognition,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization V oxCeleb2: Deep Speaker Recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:44.529177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 156b3c51-5394-4a62-bb2a-566aaea87519 · outbound

This paper cites Librispeech: An ASR corpus based on public domain audio books,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization Librispeech: An ASR corpus based on public domain audio books,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:44.679341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bbb6f4-a865-4ab9-9a1f-9535123331d0 · outbound

This paper cites X-vectors: Robust DNN embeddings for speaker recognition,.

Multimodal Speaker Verification as a Threat to Speaker Anonymization X-vectors: Robust DNN embeddings for speaker recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T12:12:44.818591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.