Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
ADD 2023: the Second Audio Deepfake Detection Challenge
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2305.13774.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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, observed 2026-08-09T04:35:12.660963Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T02:19:22.853731Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation e75da851-9130-412a-ac3d-1ef7c52da45d · inbound
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset cites this paper.
MLAAD: The Multi-Language Audio Anti-Spoofing Dataset ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T04:36:00.831007Z
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 064265cf-8eaf-446b-9971-c749b42fbea8 · inbound
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection cites this paper.
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T04:35:12.660963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 828b3a89-1472-434d-9b14-241bfc405561 · inbound
Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech cites this paper.
Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:26:29.000572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ce6a332-43ce-4bbd-9832-43cc0c02c163 · inbound
Can Emotion Fool Anti-spoofing? cites this paper.
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 c4a10111-3a28-476c-acc7-9b2365c50b1b · inbound
Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation cites this paper.
Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:17:12.866292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f3bb06b-db1f-447d-adb1-9834f0f44d1f · inbound
Enhancing In-Domain and Out-Domain EmoFake Detection via Cooperative Multilingual Speech Foundation Models cites this paper.
Enhancing In-Domain and Out-Domain EmoFake Detection via Cooperative Multilingual Speech Foundation Models ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:49:27.397372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b539e83d-cbea-41e0-a3f8-d2f881532057 · inbound
Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models cites this paper.
Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T11:25:29.172220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd2d89df-0faf-4f9d-9aa7-bc38f68d85fb · inbound
Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake cites this paper.
Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T23:46:09.253456Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e3f5e97-eb3a-49f0-a413-c7fd8eecec26 · inbound
When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection cites this paper.
When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T22:29:39.528111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77c186f3-1dbe-40fb-a1a4-89c41ffe7b6d · inbound
Segment Transformer: AI-Generated Music Detection via Music Structural Analysis cites this paper.
Segment Transformer: AI-Generated Music Detection via Music Structural Analysis ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:54:12.611785Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 442628d4-00fe-4177-be38-80b04d84ab65 · inbound
Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis cites this paper.
Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:41:03.342371Z
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 3d7f83b2-38dd-4b09-91cd-cc247db8de29 · inbound
ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks cites this paper.
ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:35:26.576142Z
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 1cc77352-066b-459c-ab0d-34ac370adc4e · inbound
Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages cites this paper.
Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T00:34:47.252138Z
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 9dfc63b9-b0ce-48d2-a153-d2046858a53d · inbound
RTCFake: Speech Deepfake Detection in Real-Time Communication cites this paper.
RTCFake: Speech Deepfake Detection in Real-Time Communication ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:26:17.843461Z
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 d30176bb-f9e7-41be-abfa-40640c0be0fa · inbound
MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio cites this paper.
MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T03:15:17.028596Z
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 bcce51a8-6569-4025-bb95-d37910b1d1fb · inbound
Exploring the Scale and Diversity of Speech Anti-spoofing Datasets: Experiments and Analysis cites this paper.
Exploring the Scale and Diversity of Speech Anti-spoofing Datasets: Experiments and Analysis ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T21:37:25.483437Z
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 8f51e8a9-e64b-4415-9dec-6bb03fb7db6b · inbound
Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing cites this paper.
Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T03:47:35.575206Z
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 9ba3b897-f006-442d-83af-69cf21da085d · inbound
Ethical and Technical Limits of Deepfake Speech Datasets cites this paper.
Ethical and Technical Limits of Deepfake Speech Datasets ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T07:57:44.361676Z
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 4f895bcf-b5b1-44a5-9d35-36cfc6773839 · inbound
SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing cites this paper.
SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T12:58:08.683830Z
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 116d69f4-b5b8-4e3a-8f44-c3715d5d4a28 · inbound
GRIDEX: Grid-Grounded Forensic Explanations for Deepfake Spectrogram Analysis cites this paper.
GRIDEX: Grid-Grounded Forensic Explanations for Deepfake Spectrogram Analysis ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T02:19:22.855262Z
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 340bb56e-a2b4-49eb-b90d-aef84886eeaa · inbound
Large Audio Language Models for Spoofing-Aware Speaker Verification cites this paper.
Large Audio Language Models for Spoofing-Aware Speaker Verification ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T01:12:30.062710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16278a20-af5a-4e2f-803e-d8e9a48e4268 · inbound
Time-Frequency Consistency Learning for Robust Speech Deepfake Detection cites this paper.
Time-Frequency Consistency Learning for Robust Speech Deepfake Detection ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T17:08:08.870986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d02cc7-7a11-4be6-89b1-d7ed1c665807 · inbound
Probing Speaker Identity Sensitivity in Audio Deepfake Detectors cites this paper.
Probing Speaker Identity Sensitivity in Audio Deepfake Detectors ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:39:32.948220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9e58472-da72-46d3-996a-8cd1eca8fe3c · inbound
Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection cites this paper.
Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:27:04.789222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3440183-9ab5-4ed7-b769-426786d55791 · inbound
Teffic-Audio: Tell Fact from Fiction cites this paper.
Teffic-Audio: Tell Fact from Fiction ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T10:28:21.703461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25bcf042-559f-4103-b123-b9b70b478527 · inbound
Hidden-Domain Routing for All-Type Audio Deepfake Detection cites this paper.
Hidden-Domain Routing for All-Type Audio Deepfake Detection ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T00:54:48.343830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a35fe27-8980-450b-92ec-36386e8d5d08 · inbound
AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks cites this paper.
AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:50:20.882735Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.