Paper Citation Record · LEDGER

Can Emotion Fool Anti-spoofing?

As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 3 inbound Pith citation observations for arXiv:2505.23962.

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

pith.paper-citation-record.v1
2505.23962 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:40:59.738546Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:40:56.288841Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-29T13:33:28.656699Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy11
unresolved22
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce10a8d6-c114-42b8-8994-a495add9fb97 · outbound

This paper cites Among these, the misuse of synthetic speech [1, 2] has become a growing concern, es- pecially with advancements in emotionally expressive text-to- speech (TTS) models.

Can Emotion Fool Anti-spoofing? Among these, the misuse of synthetic speech [1, 2] has become a growing concern, es- pecially with advancements in emotionally expressive text-to- speech (TTS) models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:03.266658Z

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 8b742fc0-cd52-467d-ac3f-59c40d8b516b · outbound

This paper cites These models employ an end-to-end architecture, eliminating the need for hand-crafted feature extraction and simplifying implementation.

Can Emotion Fool Anti-spoofing? These models employ an end-to-end architecture, eliminating the need for hand-crafted feature extraction and simplifying implementation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:03.044395Z

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 2d9fcd8a-a773-458e-b0f6-ee4e3f09bd5a · outbound

This paper cites As a result, they are unreliable with emo- tional speech, making them vulnerable to emotion-targeted at- tacks.

Can Emotion Fool Anti-spoofing? As a result, they are unreliable with emo- tional speech, making them vulnerable to emotion-targeted at- tacks

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:41:02.793948Z

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 2c655049-2692-4351-a02c-65fb93a381cb · outbound

This paper cites an unresolved cited work.

Can Emotion Fool Anti-spoofing? Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:41:02.631937Z

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 3a58a35b-e9bd-463d-aab4-b712b72f6cca · outbound

This paper cites an unresolved cited work.

Can Emotion Fool Anti-spoofing? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:02.426686Z

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 f29fe088-31f2-4c94-8062-9ca11f59cc8d · outbound

This paper cites Our analysis showed current anti-spoofing paradigm with datasets and methods without emotional focus strug- gle with emotion-targeted attacks.

Can Emotion Fool Anti-spoofing? Our analysis showed current anti-spoofing paradigm with datasets and methods without emotional focus strug- gle with emotion-targeted attacks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:02.279577Z

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 abc78513-2e84-49fd-92e4-3eb8f08ac1d2 · outbound

This paper cites an unresolved cited work.

Can Emotion Fool Anti-spoofing? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:02.032901Z

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 468c741a-5575-4426-81e4-4a318c0aa2bf · outbound

This paper cites Neural codec language models are zero-shot text to speech synthesizers,.

Can Emotion Fool Anti-spoofing? Neural codec language models are zero-shot text to speech synthesizers,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:57.775262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc6ecd58-1174-4da1-beac-1a57a429520b · outbound

This paper cites Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures,.

Can Emotion Fool Anti-spoofing? Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:56.871360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4a7f3b5-f00f-48a6-ac4f-d380f9b5766a · outbound

This paper cites Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward,.

Can Emotion Fool Anti-spoofing? Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:01.873551Z

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 9ac83ca1-774c-49d6-b195-06e0205d9c97 · outbound

This paper cites Emodiff: Intensity con- trollable emotional text-to-speech with soft-label guidance,.

Can Emotion Fool Anti-spoofing? Emodiff: Intensity con- trollable emotional text-to-speech with soft-label guidance,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:01.699009Z

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 b58721ec-ba5f-4da2-96c6-05c5b544e281 · outbound

This paper cites Ed-tts: Multi-scale emotion modeling using cross-domain emotion di- arization for emotional speech synthesis,.

Can Emotion Fool Anti-spoofing? Ed-tts: Multi-scale emotion modeling using cross-domain emotion di- arization for emotional speech synthesis,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:01.502364Z

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 64e8442a-8d03-43c4-9837-aaadf8ac1b24 · outbound

This paper cites Prompttts++: Controlling speaker identity in prompt-based text-to-speech using natural language descriptions,.

Can Emotion Fool Anti-spoofing? Prompttts++: Controlling speaker identity in prompt-based text-to-speech using natural language descriptions,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:57.369490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c58f4ffc-839d-4587-9d0a-8bc74815815f · outbound

This paper cites Can Emotion Fool Anti-spoofing?.

Can Emotion Fool Anti-spoofing? Can Emotion Fool Anti-spoofing?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:56.288841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574959c2-8b5c-4749-bccb-4a10221d8c2e · outbound

This paper cites Hierspeech: Bridging the gap between text and speech by hierarchical variational inference using self-supervised representations for speech synthesis,.

Can Emotion Fool Anti-spoofing? Hierspeech: Bridging the gap between text and speech by hierarchical variational inference using self-supervised representations for speech synthesis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:01.377825Z

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 95faa179-e538-4727-a2b5-898bfa579543 · outbound

This paper cites V oicebox: Text-guided multilingual universal speech generation at scale,.

Can Emotion Fool Anti-spoofing? V oicebox: Text-guided multilingual universal speech generation at scale,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:01.159858Z

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 e071edcf-ea25-4fc8-9e1b-1c457401c2a5 · outbound

This paper cites Styletts 2: Towards human-level text-to-speech through style diffusion and adversarial training with large speech language models,.

Can Emotion Fool Anti-spoofing? Styletts 2: Towards human-level text-to-speech through style diffusion and adversarial training with large speech language models,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:00.969072Z

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 023d432e-665e-427f-af59-21c3fc50e25e · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Can Emotion Fool Anti-spoofing? F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.103478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1478112e-cb39-4440-946f-7765f8e833d1 · outbound

This paper cites CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens.

Can Emotion Fool Anti-spoofing? CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.252960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a255041-41c2-4216-95cc-22e615c257ec · outbound

This paper cites End-to-end anti-spoofing with rawnet2,.

Can Emotion Fool Anti-spoofing? End-to-end anti-spoofing with rawnet2,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.390497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de53f4b0-4274-447a-9f90-178702a5b5dc · outbound

This paper cites Aasist: Audio anti-spoofing using in- tegrated spectro-temporal graph attention networks,.

Can Emotion Fool Anti-spoofing? Aasist: Audio anti-spoofing using in- tegrated spectro-temporal graph attention networks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.548325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edbc9809-a459-4755-85a2-5f0c98265e5c · outbound

This paper cites Asvspoof 2015: Automatic speaker verification spoofing and countermea- sures challenge evaluation plan,.

Can Emotion Fool Anti-spoofing? Asvspoof 2015: Automatic speaker verification spoofing and countermea- sures challenge evaluation plan,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.682102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d8b1ab-1096-481f-9a0e-afcef782d170 · outbound

This paper cites Add 2022: the first audio deep synthe- sis detection challenge,.

Can Emotion Fool Anti-spoofing? Add 2022: the first audio deep synthe- sis detection challenge,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.837168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ce6a332-43ce-4bbd-9832-43cc0c02c163 · outbound

This paper cites ADD 2023: the Second Audio Deepfake Detection Challenge.

Can Emotion Fool Anti-spoofing? ADD 2023: the Second Audio Deepfake Detection Challenge

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.910901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5292aeaa-4acc-48b9-8d11-3c266eedf2fd · outbound

This paper cites Asvspoof 2019: A large-scale public database of synthesized, converted and replayed speech,.

Can Emotion Fool Anti-spoofing? Asvspoof 2019: A large-scale public database of synthesized, converted and replayed speech,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:58.969987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3f49ef9-d59c-4d1b-995e-5ebfd98d8b75 · outbound

This paper cites Asvspoof 2021: Towards spoofed and deepfake speech de- tection in the wild,.

Can Emotion Fool Anti-spoofing? Asvspoof 2021: Towards spoofed and deepfake speech de- tection in the wild,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.058155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c7c4d57-e20c-433b-b8b9-cb6efd216db3 · outbound

This paper cites ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale.

Can Emotion Fool Anti-spoofing? ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.118360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5ff938-e045-4582-a60d-e83b74a80f32 · outbound

This paper cites Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech Attacks.

Can Emotion Fool Anti-spoofing? Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech Attacks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.203416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880fe1ab-5e62-4e8e-97b7-d56ac228591f · outbound

This paper cites ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks.

Can Emotion Fool Anti-spoofing? ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.276470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fadcb540-dd7d-406a-92bf-1d95cb4b9a5a · outbound

This paper cites Spoof detection using voice contribution on lfcc features and resnet-34,.

Can Emotion Fool Anti-spoofing? Spoof detection using voice contribution on lfcc features and resnet-34,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.349511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f5aa02c-4de0-4999-8c5d-e622b825912e · outbound

This paper cites Emofake: An initial dataset for emotion fake audio detection,.

Can Emotion Fool Anti-spoofing? Emofake: An initial dataset for emotion fake audio detection,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.422184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f57bf0-6a4a-487e-971f-922f23f813ce · outbound

This paper cites Seen and unseen emo- tional style transfer for voice conversion with a new emotional speech dataset,.

Can Emotion Fool Anti-spoofing? Seen and unseen emo- tional style transfer for voice conversion with a new emotional speech dataset,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:00.577811Z

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 77d31b52-aa77-4439-a09b-571b005b86f8 · outbound

This paper cites Exploiting co-occurrence frequency of emotions in perceptual evaluations to train a speech emotion classifier,.

Can Emotion Fool Anti-spoofing? Exploiting co-occurrence frequency of emotions in perceptual evaluations to train a speech emotion classifier,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:00.339753Z

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 4eabe163-b469-4774-8057-7c34b46856aa · outbound

This paper cites Odyssey 2024-speech emotion recognition challenge: Dataset, baseline framework, and results,.

Can Emotion Fool Anti-spoofing? Odyssey 2024-speech emotion recognition challenge: Dataset, baseline framework, and results,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.660861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d1c02fe-c42e-4528-a9ca-768438912a9c · outbound

This paper cites Building naturalistic emotionally bal- anced speech corpus by retrieving emotional speech from existing podcast recordings,.

Can Emotion Fool Anti-spoofing? Building naturalistic emotionally bal- anced speech corpus by retrieving emotional speech from existing podcast recordings,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:59.738546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c58f4ffc-839d-4587-9d0a-8bc74815815f · inbound