Generalizable Detection of Audio Deepfakes | Paper Citation Record

Observation 0f70488c-eea8-41a3-8603-efa08e58d0a6 · outbound

This paper cites Fbi warns of increasing threat of cyber criminals utilizing artificial intelligence,.

Generalizable Detection of Audio Deepfakes Fbi warns of increasing threat of cyber criminals utilizing artificial intelligence,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:23.339001Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 32025b7f-36f3-4268-aea7-dd5cce59e3e7 · outbound

This paper cites Pay-to-play: Access to justice in the era of ai and deep- fakes,.

Generalizable Detection of Audio Deepfakes Pay-to-play: Access to justice in the era of ai and deep- fakes,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:23.191862Z

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 06479550-9fef-4425-8dc8-18f2993a67e3 · outbound

This paper cites Asvspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge,.

Generalizable Detection of Audio Deepfakes Asvspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:23.068828Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b3b5ad94-bff8-41a4-a49c-4e0e762322ff · outbound

This paper cites Automatic speaker verification spoofing and countermeasures challenge (asvspoof 2015) database,.

Generalizable Detection of Audio Deepfakes Automatic speaker verification spoofing and countermeasures challenge (asvspoof 2015) database,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:22.945158Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c0cd200-f89f-4568-bb40-e7f9a542a1ef · outbound

This paper cites The asvspoof 2017 challenge: Assessing the limits of replay spoofing attack detection,.

Generalizable Detection of Audio Deepfakes The asvspoof 2017 challenge: Assessing the limits of replay spoofing attack detection,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:22.801167Z

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 74beae96-f75d-46c1-bf98-92d158a7263b · outbound

This paper cites The 2nd automatic speaker verification spoofing and countermeasures challenge (asvspoof 2017) database, version 2,.

Generalizable Detection of Audio Deepfakes The 2nd automatic speaker verification spoofing and countermeasures challenge (asvspoof 2017) database, version 2,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:22.663959Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c1c70d2-1b4f-4932-ac52-94d6914b7abb · outbound

This paper cites ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection,.

Generalizable Detection of Audio Deepfakes ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:22.504721Z

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 42690f01-465a-434d-b1fc-7b49ed2b773e · outbound

This paper cites Asvspoof 2019: The 3rd automatic speaker verification spoofing and countermeasures challenge database,.

Generalizable Detection of Audio Deepfakes Asvspoof 2019: The 3rd automatic speaker verification spoofing and countermeasures challenge database,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:22.391927Z

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 9e350314-1a0c-4a9c-9428-0e6585f295ff · outbound

This paper cites ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild.

Generalizable Detection of Audio Deepfakes ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:16.783557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9741157-32ba-4216-8375-4721f9a4da9d · outbound

This paper cites Asvspoof 2021 challenge - logical access database,.

Generalizable Detection of Audio Deepfakes Asvspoof 2021 challenge - logical access database,

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:17.331614Z

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 df2c3136-89d4-4e8a-b647-5e4902504f2e · outbound

This paper cites Asvspoof 2021 challenge - physical access database,.

Generalizable Detection of Audio Deepfakes Asvspoof 2021 challenge - physical access database,

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:17.240874Z

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 3314f024-a785-4c11-bc5e-663238402d9f · outbound

This paper cites Asvspoof 2021 challenge - speech deepfake database,.

Generalizable Detection of Audio Deepfakes Asvspoof 2021 challenge - speech deepfake database,

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:17.163391Z

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 f1fde9ea-1f3b-4407-84d4-dbff35c66b3c · outbound

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

Generalizable Detection of Audio Deepfakes ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:16.802078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f3e947-4b8b-42a0-909b-192a8b55a19b · outbound

This paper cites Asvspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech,.

Generalizable Detection of Audio Deepfakes Asvspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech,

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T20:50:22.284049Z

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 c9d0aadb-3b4c-4452-b57f-9edd7744a166 · outbound

This paper cites Add 2022: the first audio deep synthesis detection challenge,.

Generalizable Detection of Audio Deepfakes Add 2022: the first audio deep synthesis detection challenge,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:22.076228Z

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 d77b73d3-736b-4c1f-842e-d09e78632e18 · outbound

This paper cites Does audio deepfake detection generalize?.

Generalizable Detection of Audio Deepfakes Does audio deepfake detection generalize?

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:21.878283Z

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 dbf91de0-2c76-4997-ba74-baa66a3b79a8 · outbound

This paper cites Dataset artefacts in anti- spoofing systems: A case study on the asvspoof 2017 benchmark,.

Generalizable Detection of Audio Deepfakes Dataset artefacts in anti- spoofing systems: A case study on the asvspoof 2017 benchmark,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:21.680081Z

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 8d115779-de40-45f2-a941-38f1889364d2 · outbound

This paper cites The effect of silence and dual-band fusion in anti-spoofing system,.

Generalizable Detection of Audio Deepfakes The effect of silence and dual-band fusion in anti-spoofing system,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:21.497630Z

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 0466529b-99dd-4381-8b0b-dc252eef9255 · outbound

This paper cites Speech is silver, silence is golden: What do asvspoof- trained models really learn?.

Generalizable Detection of Audio Deepfakes Speech is silver, silence is golden: What do asvspoof- trained models really learn?

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:21.261435Z

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 10388cf0-b1f2-49a4-a716-0ad16d963502 · outbound

This paper cites Investigating self-supervised front ends for speech spoofing countermeasures,.

Generalizable Detection of Audio Deepfakes Investigating self-supervised front ends for speech spoofing countermeasures,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:20.981115Z

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 185e1814-3f7d-4e73-b2da-b486529d3b0a · outbound

This paper cites Does audio deepfake detection generalize?.

Generalizable Detection of Audio Deepfakes Does audio deepfake detection generalize?

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:20.796448Z

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 986a95c6-4590-4415-859d-1ba95bf1ea35 · outbound

This paper cites The m-ailabs speech dataset,.

Generalizable Detection of Audio Deepfakes The m-ailabs speech dataset,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:20.649076Z

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 cf5adb1d-55ff-4a3a-81ae-0504bcdfcdfe · outbound

This paper cites Mlaad: The multi- language audio anti-spoofing dataset,.

Generalizable Detection of Audio Deepfakes Mlaad: The multi- language audio anti-spoofing dataset,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:16.850485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5036f07c-6f49-4ca6-bf31-a1e50c72d5f3 · outbound

This paper cites Deepfake de- tection challenge,.

Generalizable Detection of Audio Deepfakes Deepfake de- tection challenge,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:20.490890Z

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 324cee1f-2cb8-4fc5-abb0-5e7da24f6085 · outbound

This paper cites FakeA VCeleb: A novel audio-video multimodal deepfake dataset,.

Generalizable Detection of Audio Deepfakes FakeA VCeleb: A novel audio-video multimodal deepfake dataset,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:16.859634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f81717-fdf0-4835-ba3f-4af946b064ed · outbound

This paper cites Dfdc video audio labels,.

Generalizable Detection of Audio Deepfakes Dfdc video audio labels,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:20.246787Z

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 71efe77a-c01f-4854-ad0e-fd12fd30b61f · outbound

This paper cites SPEECON – speech databases for consumer devices: Database specification and validation,.

Generalizable Detection of Audio Deepfakes SPEECON – speech databases for consumer devices: Database specification and validation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:20.094188Z

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 2338ea49-b3a9-4991-b8cd-83cc2037da96 · outbound

This paper cites Silero vad: pre-trained enterprise-grade voice activity detector (vad), number detector and language classifier,.

Generalizable Detection of Audio Deepfakes Silero vad: pre-trained enterprise-grade voice activity detector (vad), number detector and language classifier,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:16.873419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c55ea7-3769-4713-a5cd-45f635942fdd · outbound

This paper cites Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders,.

Generalizable Detection of Audio Deepfakes Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.969945Z

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 c9d31b9f-5001-4059-b481-ec347d10cf32 · outbound

This paper cites Hugging face,.

Generalizable Detection of Audio Deepfakes Hugging face,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.862615Z

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 3769c3d5-1217-47cf-b35b-1fde16751b41 · outbound

This paper cites Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis,.

Generalizable Detection of Audio Deepfakes Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.751014Z

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 89c499ac-be46-4d53-b9f7-f61ca944f52e · outbound

This paper cites Melgan: Generative adversarial networks for conditional waveform synthesis,.

Generalizable Detection of Audio Deepfakes Melgan: Generative adversarial networks for conditional waveform synthesis,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.643729Z

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 1cabab34-cf5c-46d6-b414-46e6ac8c3086 · outbound

This paper cites World: A vocoder- based high-quality speech synthesis system for real-time applications,.

Generalizable Detection of Audio Deepfakes World: A vocoder- based high-quality speech synthesis system for real-time applications,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.548369Z

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 f2fe1ac6-b347-42c5-b39f-be58d14988b0 · outbound

This paper cites Waveglow: A flow-based generative network for speech synthesis,.

Generalizable Detection of Audio Deepfakes Waveglow: A flow-based generative network for speech synthesis,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.448921Z

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 fc3560d7-174c-4d2d-b8e8-2fc9d173f1c2 · outbound

This paper cites Neural Source-Filter Wave- form Models for Statistical Parametric Speech Synthesis,.

Generalizable Detection of Audio Deepfakes Neural Source-Filter Wave- form Models for Statistical Parametric Speech Synthesis,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.346798Z

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 e071f367-c5cc-4483-8f30-3ef9d1be8b84 · outbound

This paper cites Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?.

Generalizable Detection of Audio Deepfakes Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.254459Z

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 50f5bd35-edae-4412-a2bf-0655ac9e0131 · outbound

This paper cites The lj speech dataset,.

Generalizable Detection of Audio Deepfakes The lj speech dataset,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.135544Z

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 fb347732-0a6f-4212-8db8-05a46721b0ac · outbound

This paper cites fairseq: A fast, extensible toolkit for sequence modeling,.

Generalizable Detection of Audio Deepfakes fairseq: A fast, extensible toolkit for sequence modeling,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:19.013277Z

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 c61f8662-0d1c-45ab-bb2f-9377a2f3b748 · outbound

This paper cites Stc antispoofing systems for the asvspoof2021 challenge,.

Generalizable Detection of Audio Deepfakes Stc antispoofing systems for the asvspoof2021 challenge,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.911561Z

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 7cde1841-c8da-46c6-9ba2-23adf4acaa32 · outbound

This paper cites Averaging weights leads to wider optima and better generalization,.

Generalizable Detection of Audio Deepfakes Averaging weights leads to wider optima and better generalization,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.772247Z

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 c388115b-0a68-476d-886f-82cbcb33909c · outbound

This paper cites Focal loss for dense object detection,.

Generalizable Detection of Audio Deepfakes Focal loss for dense object detection,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.642389Z

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 186616aa-2745-4f11-9750-f023fc645983 · outbound

This paper cites A discriminative feature learning approach for deep face recognition.

Generalizable Detection of Audio Deepfakes A discriminative feature learning approach for deep face recognition

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.485513Z

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 ddbdbac7-5648-4f65-b5f6-b413c3a218e0 · outbound

This paper cites One-class learning towards synthetic voice spoofing detection,.

Generalizable Detection of Audio Deepfakes One-class learning towards synthetic voice spoofing detection,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.294235Z

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 7e9744ca-d05a-4da3-b928-07d5190864ff · outbound

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

Generalizable Detection of Audio Deepfakes Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.163224Z

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 38d45f89-8b0b-4404-a903-129cb51c18e2 · outbound

This paper cites Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing,.

Generalizable Detection of Audio Deepfakes Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:18.001991Z

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 537dce94-5783-4dcc-872b-5edc014087d4 · outbound

This paper cites A binaural room impulse response database for the evaluation of dereverberation algorithms,.

Generalizable Detection of Audio Deepfakes A binaural room impulse response database for the evaluation of dereverberation algorithms,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:17.807239Z

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 9e12b4eb-8065-404b-b37e-6780049b66c3 · outbound

This paper cites Ustc-kxdigit system description for asvspoof5 challenge,.

Generalizable Detection of Audio Deepfakes Ustc-kxdigit system description for asvspoof5 challenge,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:17.653535Z

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 42cb75f9-39b7-423c-bb7c-3bc589e478c5 · outbound

This paper cites High Fidelity Neural Audio Compression.

Generalizable Detection of Audio Deepfakes High Fidelity Neural Audio Compression

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:16.971975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d9c851-8eb9-44ad-8477-7b4a0b123ee4 · outbound

This paper cites Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods,.

Generalizable Detection of Audio Deepfakes Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:17.537242Z

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 41011f27-23cf-42fb-95ac-dfee072b23b0 · outbound

This paper cites Towards measuring fairness in speech recognition: Fair-speech dataset,.

Generalizable Detection of Audio Deepfakes Towards measuring fairness in speech recognition: Fair-speech dataset,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:17.419346Z

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 95796c49-dddb-4e52-a0e9-09eb7ba09949 · outbound

This paper cites Torchaudio-squim: Reference-less speech quality and intelligi- bility measures in torchaudio,.

Generalizable Detection of Audio Deepfakes Torchaudio-squim: Reference-less speech quality and intelligi- bility measures in torchaudio,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:50:17.378615Z

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 edbd3f11-7325-4290-ba3c-e61b03cb593d · outbound

This paper cites USTC-KXDIGIT System Description for ASVspoof5 Challenge.

Generalizable Detection of Audio Deepfakes USTC-KXDIGIT System Description for ASVspoof5 Challenge

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T20:50:17.046952Z

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.

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