Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-02T05:12:44.574336Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.00899.
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 2026-07-02T05:12:44.574336Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4b2a464c-85e2-40d1-9f02-57ec63459095 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Speaker recognition based on deep learning: An overview,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3d3846ef-8f2e-4a97-841f-cb49444feee6 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification wav2vec 2.0: A framework for self-supervised learning of speech representations
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d9ae17fb-ad67-417b-9c60-db6a65dc2df4 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Wavlm: Large-scale self-supervised pre- training for full stack speech processing
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d618ce2c-eae4-4854-b4ea-b86c4843d5c8 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Robust speech recognition via large-scale weak supervi- sion
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d07ca1bb-1995-434e-be96-de5267697f56 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Asvspoof 5: JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2021 13 crowdsourced speech data, deepfakes, and adversarial attacks at scale,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e6ad2677-3a00-4d45-a826-f6907c6694f4 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Intriguing properties of neural networks,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1e948320-7a4b-4ab7-81b5-846ea9e1afba · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification x-vectors meet adversarial attacks: Benchmarking adversarial robustness in speaker verification,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fd2ef9bd-4721-427e-b926-4eac4a31c300 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Explaining and harnessing adversarial examples,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a7a6eaf5-9651-4b90-a242-18757d19db9b · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Adversarial examples in the physical world
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eda2a644-0cac-4046-99ab-506c536313d4 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Towards deep learning models resistant to adversarial attacks
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76ac6329-4d50-4a81-9fff-ee5c52a8fdd3 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Adversarial attacks on gmm i-vector based speaker verification systems,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1014812b-ea07-40f4-b956-aec3e4f82f7b · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Interpretable spectrum transfor- mation attacks to speaker recognition systems,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2229b512-4630-458f-a1ee-02429bb5db67 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Who is real bob? adversarial attacks on speaker recognition systems,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cca20ac7-5bc3-4156-aeaa-98d9df5211a6 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Advpulse: Universal, synchronization-free, and targeted audio adversarial attacks via subsec- ond perturbations,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 97d4515d-c6d5-4b18-8ff4-99893a62e268 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Over-the-air adversarial attacks and detection for automatic speaker verification,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd21fd26-4f99-4315-958b-db9c73e0e7cd · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Adversarial attacks on text-dependent speaker verification system,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 108583aa-0698-4c05-953f-00f1783c43e5 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification The defender’s perspective on automatic speaker verification: An overview,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 86cebfd9-a96a-439e-893b-0ab8adceb31a · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Adversarial attacks and defenses in speaker recognition systems: A survey,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2729af26-4a3c-4fec-80dc-017d4b22d819 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Lmd: A learnable mask network to detect adversarial examples for speaker verification,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8cee756d-1938-431f-9294-0ff9d8a1ccad · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Improving the adversarial robustness for speaker verification by self-supervised learning,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3e8d6c6-328f-4d98-9feb-88d388a12bd3 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Mdd: a mask diffusion detector to protect speaker verification systems from adversarial perturbations,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c88b45f3-ff3b-44f8-a8e1-e1c777e7519f · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Defense against adversarial at- tacks on spoofing countermeasures of asv,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6acc3f9f-8f54-4fe6-98b6-66fa6bd21aa9 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Defending against adversarial attacks in speaker verification systems,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76f9ecfe-d40f-483c-8e05-0273930009e1 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Neural codec-based adversarial sample detection for speaker verification,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ea1f625-0967-4caf-930d-93b609a2773b · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Diffusion-based adversarial purification for speaker verification,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 728f7a41-2115-45cc-a6b8-c20e137258fc · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Textual-driven adversarial purification for speaker verification,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ed88e1b-c230-4051-88ad-f1a4e511b381 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Adversarial purification for speaker verification by two-stage diffusion models,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd3fead7-c503-4c97-9aff-04c99ad48a9e · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification X- vectors: Robust dnn embeddings for speaker recognition
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 897abb08-932e-4778-b29e-9b04179cb832 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Ecapa-tdnn: Em- phasized channel attention, propagation and aggregation in tdnn based speaker verification,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation db46ace2-d38b-488b-a72c-e8eefddfaac3 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification BUT System Description to VoxCeleb Speaker Recognition Challenge 2019
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dcdf832a-878a-40c1-8fb4-11fa2e5f3ffe · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Large-scale self-supervised speech representation learning for automatic speaker verification,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef1fc24c-bf75-4270-827e-19b49de37ffb · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Towards evaluating the robustness of neural networks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 603d243a-c6be-435f-8fb8-f2c45242abc5 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Boosting adversarial attacks with momentum
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f0543db8-bf0f-49e1-86e4-0dc3f4ce5809 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Diffusion models for adversarial purification,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0e9d23ce-e34a-448c-a746-a6185329ad5b · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Defending against adversarial audio via diffusion model,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 50174790-c677-4467-9d79-255472dc6134 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Sample-specific noise injection for diffusion-based adversarial purification,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e802467c-4fda-4b0e-be08-2815ee6768a2 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Positive-incentive noise,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3ad7d891-6e08-4a9f-af88-90fb442fa935 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Variational positive-incentive noise: How noise benefits models,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3f2a519c-3383-4f37-8e8c-7294bed18c2b · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification V oxceleb: A large-scale speaker identification dataset,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ddc5c77-4296-4b2e-a678-5e576e382fc4 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification V oxceleb2: Deep speaker recognition,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4bcae16c-aae8-417c-bafb-b96b6e1029c7 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification V oxblink2: A 100k+ speaker recognition corpus and the open-set speaker-identification benchmark,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 277c72b7-2262-4158-87f1-6a3cab5b5bfd · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Librispeech: an asr corpus based on public domain audio books
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dda93740-2cbe-4dc0-8e1e-27cbfda74545 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Cam++: A fast and efficient network for speaker verification using context-aware masking,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 64de7b11-f029-4e47-b6aa-85a4eb9bb814 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Simple attention mod- ule based speaker verification with iterative noisy label detection,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a34eae70-774f-4eaa-8c47-213bba096977 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Wespeaker: A research and production oriented speaker embedding learning toolkit
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 21972d2d-df13-4f11-9ccd-2f29a286d6d1 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Diffwave: A versatile diffusion model for audio synthesis,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 21444298-594b-4ed3-a04d-c63675755d63 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Speechtokenizer: Unified speech tokenizer for speech language models,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c0be4efc-0449-4004-95e6-ef08d85d12f6 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification High- fidelity audio compression with improved rvqgan
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bef5c968-b30d-4668-9998-c1451e4820ea · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9abbc097-d587-4dd1-9066-5357da2b89a8 · outbound
Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification Generalization ability of mos prediction networks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.