Paper Citation Record · LEDGER

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification

As of 12 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2501.05127.

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

pith.paper-citation-record.v1
2501.05127 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:21:12.169911Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

40 of 40 outbound references displayed

verified exact1
verified fuzzy21
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8cb9c6d8-7def-4d0a-9a98-deea8d6a67c6 · outbound

This paper cites Speaker recognition by machines and humans: A tutorial review,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Speaker recognition by machines and humans: A tutorial review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.791957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f5cdb4af-61f8-4ba4-ae2c-faa5ca648449 · outbound

This paper cites Robust text-independent speaker iden- tification using Gaussian mixture speaker models,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Robust text-independent speaker iden- tification using Gaussian mixture speaker models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.776591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 70a87bd5-e4e2-4087-979e-cf57c595d296 · outbound

This paper cites Detecting converted speech and natural speech for anti-spoofing attack in speaker recognition,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Detecting converted speech and natural speech for anti-spoofing attack in speaker recognition,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.762012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9ee9a818-4b68-4aaa-b4fc-c45bc492759a · outbound

This paper cites Spoofing and countermeasures for speaker verification: a survey,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Spoofing and countermeasures for speaker verification: a survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.747138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 208a9037-4fe3-457e-89b4-0022830c2961 · outbound

This paper cites ASVspoof: the automatic speaker verification spoofing and countermeasures challenge,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification ASVspoof: the automatic speaker verification spoofing and countermeasures challenge,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.730987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 123406fe-4ea2-4f76-bec6-488846908c68 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Explaining and Harnessing Adversarial Examples

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.007286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944e9849-2e3f-496d-8e46-93e1aaa0b402 · outbound

This paper cites Towards evaluating the robustness of neural networks,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Towards evaluating the robustness of neural networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.715884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 883e530a-c8d5-4b23-83d9-1d93e91d2003 · outbound

This paper cites Intriguing properties of neural networks.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Intriguing properties of neural networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.017242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03005af5-ae5b-43a3-99f5-086c9a12bf6f · outbound

This paper cites Adversarial examples in the physical world.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Adversarial examples in the physical world

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.022334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06408e7e-c9aa-43e7-a682-05e27774206d · outbound

This paper cites The attacker’s perspective on automatic speaker verification: an overview,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification The attacker’s perspective on automatic speaker verification: an overview,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.700932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6fead255-33a2-4d56-9002-203658bf3272 · outbound

This paper cites Fooling end-to-end speaker verification with adversarial examples,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Fooling end-to-end speaker verification with adversarial examples,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.685767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 38b27a62-7a5c-4f9e-99c6-2de87590bbee · outbound

This paper cites Adversarial regularization for end-to-end robust speaker verification,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Adversarial regularization for end-to-end robust speaker verification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.670577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fb35ac4b-fa6d-4a49-9c02-ee3792fac764 · outbound

This paper cites Practical Hidden Voice Attacks against Speech and Speaker Recognition Systems.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Practical Hidden Voice Attacks against Speech and Speaker Recognition Systems

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:21:12.331958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5db8824b-e49b-47da-9590-1436fc15db12 · outbound

This paper cites Inaudible adversarial perturbations for targeted attack in speaker recognition,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Inaudible adversarial perturbations for targeted attack in speaker recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.655195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e1cb05a-59a1-433f-8262-3f73c1e66091 · outbound

This paper cites Universal adversarial perturbations generative network for speaker recognition,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Universal adversarial perturbations generative network for speaker recognition,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.640220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e093287-ecac-403d-8ee2-93a1b74dd565 · outbound

This paper cites Real-time, universal, and robust adversarial attacks against speaker recognition systems,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Real-time, universal, and robust adversarial attacks against speaker recognition systems,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.624403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a8bda6f2-3989-4064-8637-104e00f3bced · outbound

This paper cites Practical adversarial attacks against speaker recognition systems,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Practical adversarial attacks against speaker recognition systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.606812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4e54b92-6428-4ce7-9818-ee3cc71dbba7 · outbound

This paper cites Adversarial attacks on GMM i-vector based speaker verification systems,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Adversarial attacks on GMM i-vector based speaker verification systems,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.591905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9356085f-2c3e-4d31-843b-03569d25e64d · outbound

This paper cites Who is real bob? adversarial attacks on speaker recognition systems,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Who is real bob? adversarial attacks on speaker recognition systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.576380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 689f6596-235f-4571-8093-57c6c590fd8c · outbound

This paper cites Adversarial attack and defense strategies for deep speaker recognition systems,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Adversarial attack and defense strategies for deep speaker recognition systems,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.557888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 82a1d5ee-ac37-479a-97b4-22b951fbc58c · outbound

This paper cites Pseudo-Siamese Net- work based Timbre-reserved Black-box Adversarial Attack in Speaker Identification,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Pseudo-Siamese Net- work based Timbre-reserved Black-box Adversarial Attack in Speaker Identification,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.541966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 69851e4d-be04-4d88-8224-36b3950ee5c0 · outbound

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

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification X-vectors: Robust DNN embeddings for speaker recognition,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.083067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9cf3b7a-ce7b-483b-9ac3-6b60cad334b5 · outbound

This paper cites Generalized end-to- end loss for speaker verification,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Generalized end-to- end loss for speaker verification,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.516168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a3d5daff-2d59-47dc-a654-c5697143a4cd · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.092625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcbd3a5b-ac4d-4de6-af5a-e60a88b277e6 · outbound

This paper cites Timbre-reserved adversarial attack in speaker identification,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Timbre-reserved adversarial attack in speaker identification,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.500094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 00ea3ca5-3fd3-4cf3-ad84-147eb5a90d94 · outbound

This paper cites Fastspeech 2: Fast and high-quality end-to-end text to speech,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Fastspeech 2: Fast and high-quality end-to-end text to speech,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.102618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf3a1b2-6d23-46f9-8100-da554787a0b3 · outbound

This paper cites HiFi-VC: High Quality ASR-Based Voice Conversion.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification HiFi-VC: High Quality ASR-Based Voice Conversion

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.107148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57383cb9-df52-4d0a-abda-828db85abc72 · outbound

This paper cites Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.112357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b5e38f-d8b1-47b6-b8a0-f0741f3b63ef · outbound

This paper cites Denoising diffusion probabilistic models,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Denoising diffusion probabilistic models,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.117355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d91d63b-5aa5-49bd-a1a1-1b0f50d3fcd9 · outbound

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

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.122141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b738002e-d37d-4ed8-8504-74b3fd97f41f · outbound

This paper cites HiFi-GAN: Generative adversarial net- works for efficient and high fidelity speech synthesis,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification HiFi-GAN: Generative adversarial net- works for efficient and high fidelity speech synthesis,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.463257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9ec9a07a-6d29-4f31-b8a8-f2be3e870b0c · outbound

This paper cites Grad- tts: A diffusion probabilistic model for text-to-speech,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Grad- tts: A diffusion probabilistic model for text-to-speech,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.131650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1eb9826-4811-4529-aa7d-5cddcd492491 · outbound

This paper cites Montreal forced aligner: Trainable text-speech alignment using kaldi.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Montreal forced aligner: Trainable text-speech alignment using kaldi

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.136222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9506357c-8d5b-4849-b921-cbbfa58ecdf5 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification U-net: Convolutional networks for biomedical image segmentation,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.141028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0faba8e5-e2fb-4340-ac6b-383e8566509e · outbound

This paper cites an unresolved cited work.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.145944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7bbf49e-ddcf-453a-bee8-a4e40873825e · outbound

This paper cites an unresolved cited work.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.150795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1984e4-1abf-4b67-9ad4-b9c6ac3bfa8b · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification VoxCeleb: a large-scale speaker identification dataset

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.155355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e82a91-5be4-4c8f-85a2-6859567d993b · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification VoxCeleb2: Deep Speaker Recognition

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.160173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac9cabf0-6aa1-4d6e-b460-faa1e4f02a23 · outbound

This paper cites Distance-based weight transfer for fine-tuning from near-field to far- field speaker verification,.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification Distance-based weight transfer for fine-tuning from near-field to far- field speaker verification,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:21:12.395819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4ee01c43-168f-4f9c-b1ca-a1a4bb7c612e · outbound

This paper cites MOSNet: Deep Learning based Objective Assessment for Voice Conversion.

DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification MOSNet: Deep Learning based Objective Assessment for Voice Conversion

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T21:21:12.169911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.