Paper Citation Record · LEDGER

Inference Attacks for X-Vector Speaker Anonymization

As of 23 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.08978.

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

pith.paper-citation-record.v1
2505.08978 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:47:39.425464Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

35 of 35 outbound references displayed

verified exact3
verified fuzzy20
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f53fb860-ea3d-48ea-a40c-56d89b9b9b2e · outbound

This paper cites Yu and L.

Inference Attacks for X-Vector Speaker Anonymization Yu and L

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.294048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189a0324-6851-4cee-b590-e0a53b5ca740 · outbound

This paper cites Fastspeech: Fast, robust and controllable text to speech,.

Inference Attacks for X-Vector Speaker Anonymization Fastspeech: Fast, robust and controllable text to speech,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.299676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b366c3f4-3a19-4b7f-a580-48cc986f1bfa · outbound

This paper cites An overview of speaker identification: Accuracy and robustness issues,.

Inference Attacks for X-Vector Speaker Anonymization An overview of speaker identification: Accuracy and robustness issues,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.797140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8464546c-0073-452c-8e07-42847fcf9ef2 · outbound

This paper cites Speaker Anonymization Using X-vector and Neural Waveform Models.

Inference Attacks for X-Vector Speaker Anonymization Speaker Anonymization Using X-vector and Neural Waveform Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.309325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d199711-7879-4b63-9da2-7e99300c2f3e · outbound

This paper cites Differentially Private Speaker Anonymization.

Inference Attacks for X-Vector Speaker Anonymization Differentially Private Speaker Anonymization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.313741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4e6590-1b13-4181-982e-5a174ff1730a · outbound

This paper cites The voiceprivacy 2020 challenge evaluation plan,.

Inference Attacks for X-Vector Speaker Anonymization The voiceprivacy 2020 challenge evaluation plan,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.786661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 224e88ee-4aa6-46e8-9a43-707e54409855 · outbound

This paper cites The VoicePrivacy 2024 Challenge Evaluation Plan.

Inference Attacks for X-Vector Speaker Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.322485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e541cd-a8da-46fa-a6cc-6c8195c1acf3 · outbound

This paper cites The voiceprivacy 2022 challenge: Progress and perspectives in voice anonymisation,.

Inference Attacks for X-Vector Speaker Anonymization The voiceprivacy 2022 challenge: Progress and perspectives in voice anonymisation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.775655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f5b2adf2-b2d1-473d-9125-a2222bd5756e · outbound

This paper cites The voiceprivacy 2020 challenge: Results and findings,.

Inference Attacks for X-Vector Speaker Anonymization The voiceprivacy 2020 challenge: Results and findings,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.764739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 586a37d7-14d9-46ad-8dfe-bd46786160f3 · outbound

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

Inference Attacks for X-Vector Speaker Anonymization X-vectors: Robust dnn embeddings for speaker recognition,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.333558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59ef9a65-49c8-463d-9751-ee75eb62d8fc · outbound

This paper cites Membership inference attacks against machine learning models,.

Inference Attacks for X-Vector Speaker Anonymization Membership inference attacks against machine learning models,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.337248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa0093c3-979c-47c0-83cc-8732cc2a05a5 · outbound

This paper cites A comprehensive survey on poisoning attacks and countermeasures in machine learning,.

Inference Attacks for X-Vector Speaker Anonymization A comprehensive survey on poisoning attacks and countermeasures in machine learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.341218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dc0b09b-c947-4cf9-8f41-fe52118410bb · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

Inference Attacks for X-Vector Speaker Anonymization VoxCeleb2: Deep Speaker Recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.344586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc0e005-603b-4eb8-89ff-cd829a94fb5f · outbound

This paper cites Speech emotion recognition using deep learning techniques: A review,.

Inference Attacks for X-Vector Speaker Anonymization Speech emotion recognition using deep learning techniques: A review,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.730934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d5252f0c-6f77-4049-88a8-9c942191ebe7 · outbound

This paper cites Preserving privacy in speaker and speech characterisation,.

Inference Attacks for X-Vector Speaker Anonymization Preserving privacy in speaker and speech characterisation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.719674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c06e721-20d9-4e8d-be2d-e6c7554522e9 · outbound

This paper cites Design Choices for X-vector Based Speaker Anonymization.

Inference Attacks for X-Vector Speaker Anonymization Design Choices for X-vector Based Speaker Anonymization

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:47:39.520855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd281876-5a27-4ee0-bb98-dff859fcf731 · outbound

This paper cites Pri- vacy and utility of x-vector based speaker anonymization,.

Inference Attacks for X-Vector Speaker Anonymization Pri- vacy and utility of x-vector based speaker anonymization,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.708823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation acbb5002-e6f6-4785-ba90-9fccc6c28f49 · outbound

This paper cites A Study of F0 Modification for X-Vector Based Speech Pseudonymization Across Gender.

Inference Attacks for X-Vector Speaker Anonymization A Study of F0 Modification for X-Vector Based Speech Pseudonymization Across Gender

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:47:39.506039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3071505-d4b7-4fbe-9a3c-2b6153e41674 · outbound

This paper cites Speaker anonymization for personal information protection using voice con- version techniques,.

Inference Attacks for X-Vector Speaker Anonymization Speaker anonymization for personal information protection using voice con- version techniques,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.697982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bb2faae7-08c8-4daa-8102-6507c75cafc2 · outbound

This paper cites X-vector singular value modification and statistical-based decomposition with ensemble regression modeling for speaker anonymization system.

Inference Attacks for X-Vector Speaker Anonymization X-vector singular value modification and statistical-based decomposition with ensemble regression modeling for speaker anonymization system

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.687238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d4b97b81-5f28-4b86-a50a-b08b6eb8b1bc · outbound

This paper cites Anonymizing speech with generative adversarial networks to pre- serve speaker privacy,.

Inference Attacks for X-Vector Speaker Anonymization Anonymizing speech with generative adversarial networks to pre- serve speaker privacy,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.676051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ee549804-1118-4780-bff9-7b1fd9459145 · outbound

This paper cites On the invertibility of a voice privacy system using embedding alignment,.

Inference Attacks for X-Vector Speaker Anonymization On the invertibility of a voice privacy system using embedding alignment,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.665245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 97475f66-47a1-4f92-bd13-fdb7b6c4c886 · outbound

This paper cites Introducing the VoicePrivacy Initiative.

Inference Attacks for X-Vector Speaker Anonymization Introducing the VoicePrivacy Initiative

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:47:39.490216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 330a9b9c-1d3e-4ab3-b0f7-5aba7f358157 · outbound

This paper cites Evaluating x-vector-based speaker anonymization under white-box assessment,.

Inference Attacks for X-Vector Speaker Anonymization Evaluating x-vector-based speaker anonymization under white-box assessment,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.655266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ba5072f5-1d47-4bae-9d74-f901e4aecb0c · outbound

This paper cites V oice privacy through x-vector and cyclegan-based anonymization.

Inference Attacks for X-Vector Speaker Anonymization V oice privacy through x-vector and cyclegan-based anonymization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.645213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 637a3dc0-516d-453a-8913-0fb58eee55d8 · outbound

This paper cites Privacy versus emotion preser- vation trade-offs in emotion-preserving speaker anonymization,.

Inference Attacks for X-Vector Speaker Anonymization Privacy versus emotion preser- vation trade-offs in emotion-preserving speaker anonymization,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.634043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 60d00e4c-78f0-4447-bd47-c9c7a7f21c72 · outbound

This paper cites Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms.

Inference Attacks for X-Vector Speaker Anonymization Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.396728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24f7350-c00f-4ad8-8919-9bb7232afcbf · outbound

This paper cites LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.

Inference Attacks for X-Vector Speaker Anonymization LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.400570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26510756-04b9-46e2-8908-f3b6f232247a · outbound

This paper cites Deep neural network embeddings for text-independent speaker verification.

Inference Attacks for X-Vector Speaker Anonymization Deep neural network embeddings for text-independent speaker verification

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.623461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 81a39bc4-7b3e-435f-94ba-43ea97b6a20a · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books,.

Inference Attacks for X-Vector Speaker Anonymization Librispeech: an asr corpus based on public domain audio books,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.612272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 96ad51ca-5afd-409b-8a52-6f8655074378 · outbound

This paper cites Skydocs/speaker-identification: Speaker identification using neural net.

Inference Attacks for X-Vector Speaker Anonymization Skydocs/speaker-identification: Speaker identification using neural net

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.601014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1a822b74-e86f-4af6-91ef-c113266e4591 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Inference Attacks for X-Vector Speaker Anonymization Robust Speech Recognition via Large-Scale Weak Supervision

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:47:39.414893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb7af57-1b95-4d16-8c8c-957412616e76 · outbound

This paper cites ” better be computer or i’m dumb.

Inference Attacks for X-Vector Speaker Anonymization ” better be computer or i’m dumb

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.590097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6760b5eb-2494-40de-8efe-8033f2d419e2 · outbound

This paper cites Deepfake audio detection via mfcc features using machine learning,.

Inference Attacks for X-Vector Speaker Anonymization Deepfake audio detection via mfcc features using machine learning,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.579069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 371c44a7-1f67-4bf7-9205-58d02ee0d8dc · outbound

This paper cites Dp-voicepub: Differential privacy-based voice publication,.

Inference Attacks for X-Vector Speaker Anonymization Dp-voicepub: Differential privacy-based voice publication,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:47:39.568403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.