Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:10:16.111242Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2508.18907.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:10:16.111242Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b3a7eee7-e7f0-4076-903f-0d7535d25d77 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack General data protection regulation (GDPR),
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 282580be-f8af-4360-a3c2-7f40c34ad51f · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack The voiceprivacy 2020 challenge: Results and findings,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fc1504ca-1f32-4c4f-b744-b3167e24a475 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack The V oicePrivacy 2022 challenge: Progress and perspectives in voice anonymisation,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20543e1c-b56b-4059-a882-b02650cb73e3 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack The VoicePrivacy 2024 Challenge Evaluation Plan
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bf922fd-bbd8-41df-9927-15e15e18fad4 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15097e72-e25e-4968-81e9-e9ef46e41932 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Speaker anonymization using neural audio codec language models,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00428c3a-cb61-41bf-b237-0b7ccfa696ee · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Prosody is not identity: A speaker anonymization approach using prosody cloning,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 095821b0-2523-42d7-b5f8-1f7c41c3b11c · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Differentially private speaker anonymization,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d3ce87f1-060f-40dc-9fda-47f9367ccdb5 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Speaker anonymization by modifying fundamental frequency and x- vector singular value,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4d1af812-791f-43cf-b089-04b6e663d30d · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack MUSA: Multi-lingual Speaker Anonymization via Serial Disentanglement
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4e8c91b3-a447-4b56-8906-2a8a6d5b19a7 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Language-independent speaker anonymization approach using self- supervised pre-trained models,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d389ad8a-ecef-4e1c-9317-87b8ef639f4a · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Speaker anonymization using orthogonal householder neural network,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 885b954d-21e3-4c12-9e8b-510f99659006 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Distinctive and natural speaker anonymization via singular value transformation-assisted 5 matrix,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc5d8393-8b76-4c39-8b14-8460d74fd780 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack HLTCOE JHU Submission to the Voice Privacy Challenge 2024
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0b9655f-dfa2-4451-9383-9e45b7e84797 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Privacy versus emotion preservation trade-offs in emotion-preserving speaker anonymization,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c16d825c-fc4c-432d-ad5c-22f131e2bc33 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Anonymising elderly and pathological speech: V oice conversion using ddsp and query-by-example,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b90eeac-2fef-45d8-9ca3-9feddaf7df2f · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack V oicePM: A robust privacy measurement on voice anonymity,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d675ecb-ec63-465c-892f-12a1d657ab42 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack A benchmark for multi- speaker anonymization,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 810f9941-00c6-46c4-b5b3-8023d0dd2461 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Adapting general disentanglement-based speaker anonymization for enhanced emotion preservation,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3531293b-58ac-438e-87a3-75101261756c · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Easy: Emotion-aware speaker anonymization via factorized distillation,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b72fb0c-4381-4032-8ceb-485aee69c25f · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Private knn-vc: Inter- pretable anonymization of converted speech,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fdbeba93-4f24-48a5-8118-c514f3754fe8 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Ecapa-tdnn: Em- phasized channel attention, propagation and aggregation in tdnn based speaker verification,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa9a486f-d348-4bb5-8dbd-2396c60e6509 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack The first voiceprivacy attacker challenge evaluation plan,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad1757d6-cf72-4c91-8816-2e800d282324 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack The first voiceprivacy attacker challenge,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9da14b09-9a88-4288-8dc2-390f2d722dd4 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Specwav- attack: Leveraging spectrogram resizing and wav2vec 2.0 for attacking anonymized speech,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68f0a2aa-c697-473b-a4cd-fe3e7add5a74 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08373265-d0d7-4cb9-8b42-5afaafa81a93 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Lora: Low-rank adaptation of large language models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 425d7cb7-9740-4b82-abe3-a58306d3a802 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Deep residual learning for image recognition,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92a7e09b-f25c-4668-9b67-e2639743569e · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Fast adaptation of pretrained speaker verification system for source speaker tracking,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ddde8220-9233-485f-9061-56627344e52f · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Fine-tuning titanet-large model for speaker anonymization attacker systems,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ab838f9-ad86-40b6-bd1a-0ccb18de0218 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Attacking voice anonymization systems with augmented feature and speaker identity difference,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1215ab17-cdbf-4efa-94c4-babfd881d674 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Probabilistic linear discriminant analysis for inferences about identity,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d30f58ff-5d0c-47c5-b3e1-b06b8393cbe6 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Probabilistic linear discriminant analysis,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 015a53ab-334d-4185-b246-cd715c904ef7 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Specaugment: A simple data augmentation method for automatic speech recognition,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e628d13c-27f3-413a-955c-44ab6d306bdb · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Hltcoe submission to the voicepri- vacy attacker challenge,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5ea7469-d12a-4e70-8b0d-5a9dcfec43fb · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Why disentanglement-based speaker anonymization systems fail at preserving emotions?
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13ffe01a-72a7-4713-94ec-6b441428ca1f · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Analysis of speech temporal dynamics in the context of speaker verification and voice anonymization,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 786179af-8907-498c-a5ee-4b77e3c33ed7 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Exploiting context-dependent duration features for voice anonymization attack systems,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4eb268b-bf4f-420f-9903-2daa712afced · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Inference Attacks for X- Vector Speaker Anonymization ,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f230ef45-ac49-4ffd-8dab-2f771147aa20 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack LibriSpeech: an ASR corpus based on public domain audio books,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 62e99bef-8d2c-40d1-9a82-23e375a65f90 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Anonymiz- ing speech with generative adversarial networks to preserve speaker privacy,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36b79e36-1640-485a-a5cf-2f7737a2baf5 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack NPU-NTU System for Voice Privacy 2024 Challenge
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2d7f226-aa32-4f89-8866-b9826b778537 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack NTU-NPU System for V oice Privacy 2024 Challenge,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf441749-f5c3-43c0-a274-2a449c908614 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack USTC-PolyU system for the V oicePrivacy 2024 Challenge,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 423e3e7b-46f5-43b1-bfce-72be32da92f0 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Specaugment: A simple data augmentation method for automatic speech recognition,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7eb56da3-28c0-4b9f-9ef9-e552ca8866ac · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Robust speech recognition via large-scale weak supervi- sion,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50bea7eb-1e2f-4488-96c9-ba20033f7699 · outbound
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Dynamic time warping,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.