Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:33:39.603120Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.12686.
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 2026-08-15T20:33:39.603120Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8b6d81f8-0615-4c88-a240-9eb4c8803b85 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a0510bdd-30da-4459-a07b-6f141abb0156 · outbound
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bcaa7326-372e-4f20-8462-410fabb377c9 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a2c3c781-46a1-4e42-991f-8be2196b21ca · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6e0f5320-1524-4dca-9b64-fd8d57cc75ff · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3f1a8a70-6f9c-4f22-90c6-9bb2b76bae7f · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9e7357e6-504f-4138-a4c6-9155123e9540 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 46f3c991-c116-407d-a4a6-88475e8c9f72 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b72c9708-1904-41e1-9f6a-4c516ea334e9 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Better speech synthesis through scaling
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eff63d4e-6906-444c-a9b5-d6a5a7e125fd · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 80018a3e-6016-4c82-b25f-6a5f10d87178 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 718cb00d-35f2-4342-8243-8ec9f75548c0 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fff0e0a6-9c82-4317-8672-e433a242a171 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 66ff8484-3d18-4921-90ed-8b15d74758dc · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations One-shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58411ba3-d149-4371-bfa4-f7298384c212 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 469deafb-68a7-401e-a99e-e4002d20f05c · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2979a326-3861-4aba-978e-623efec46fbc · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations High Fidelity Neural Audio Compression
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 738edf0a-3cc4-4b69-bd06-7127bb86a9cf · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8d52df7-76dc-4044-9115-3a8a6dfa3870 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b6a3505-0c45-458d-b6da-f86ecf9c4f4e · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6a65e312-8478-4df4-8e01-484c8d33f9b3 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf8850c5-2a6d-47c7-af09-8d7cb5503418 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 24531ffb-c55b-4363-a72f-89df0661f237 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5ce91c04-72b4-428c-a9dc-f811b98c25bc · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d3fe4a12-3bfd-4d04-b2f9-c342838f3445 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9afa7a82-72b8-402b-a1ef-a22089c9b47d · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4b7e91f4-9e37-43e1-a67e-450c82a7cd45 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16793935-3e76-4f99-b225-c4573e2f9157 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52d5d761-0c5b-4a3b-8405-d143c84fbe48 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc83dd68-c562-4ae7-b2b5-7809433c0957 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2830b5e-96c4-4880-b99c-502a5699e80d · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 01cb78cd-3329-4f01-bac8-a992308224c2 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd6792d8-1a67-4be2-8b19-788d7b22dab1 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 12dab5fb-a6cc-4e04-85ba-65601337314f · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f4f0583a-c04c-4eaf-87fe-b664315aadd9 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 722a4fc9-f445-44ee-a096-9126e21edcf4 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 90ea969a-3c2a-4731-91b5-f1c7a3f0a216 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 84ff6176-808f-4a35-b528-361ad678e82b · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c899201f-d1d3-4659-83e6-0020bc04a72b · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 059a3674-653f-487e-9c18-e0a82066881a · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2fed6095-f01f-4aa8-8400-094a6b0edc90 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation de41bd04-40f4-4c74-a86c-59abff73da2c · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c0d7ecaf-5013-44ac-a375-0f6507c7d15f · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1101861c-b07a-46ef-a82c-183ed1745257 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations SilentCipher: Deep Audio Watermarking
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56fe137c-a920-428b-89eb-40e42d5777d0 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9e44d76e-2838-4d55-9d8f-fd3cf8c8a557 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4e9aaace-c3c0-459c-a3f1-ee840f5e597a · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ddb30623-92ab-48c9-a117-6b311ee14ae4 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations VoiceWukong: Benchmarking Deepfake Voice Detection
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a98ab6d8-3624-4f03-9b06-ae6337ac9b23 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Audio Deepfake Detection: A Survey
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f60cf49-de00-4e23-ab95-a5a7f2d19119 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f9774f65-15b5-42df-910c-e365c03a1432 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0004ffcf-7e08-407c-87df-987b5238672d · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f468bb22-7aa0-4aee-93cf-cbc35dabdf42 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f35755ed-a257-4956-98b1-1fc918c7db96 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5ef636bb-22b5-4ddc-a708-2367d673c2d1 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ab8b6102-b4c9-486d-b383-934381e6ab96 · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 77aac6cf-95f5-4f34-9d79-2c8eb01a98ae · outbound
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.