Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T04:52:52.682483Z
Paper Citation Record · LEDGER
As of 29 July 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2604.17642.
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 2026-05-10T04:52:52.682483Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-28T06:31:03.373048+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
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 54f02499-9d54-486f-82f3-69703335f3fa · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Aho and Jeffrey D
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 405db883-c6e0-4341-805b-4b8406e06d7f · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 9f6a7b5a-15c7-41e5-bed3-1a4c982d7257 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Chandra and Dexter C
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 7267aa85-3711-4e26-b69d-2ab91ff946fa · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Scalable training of
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 675401dc-d32a-46ef-a7f2-9fe164d98342 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 28894f56-97f4-4cd9-b8a7-5c1bf995efca · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Tetreault , title =
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation ef598bee-0d01-4c4c-9e1d-91c4c99fcd63 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 7d19fed9-1b77-4cb7-b295-3ca33d5f6803 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Transactions on Machine Learning Research , issn=
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 1f50b558-1e8a-46be-b164-e443e0b01bf6 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Advances in Neural Information Processing Systems , volume=
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 4f59511b-ff66-41c3-bcf7-3e1e808418a3 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation d3102426-c3e6-4205-b253-fd72a2fe8210 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Towards Neural Audio Codec Source Parsing
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 7c33208a-0a6c-460d-8757-9a7953c66a7f · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Audio Imagination: NeurIPS 2024 Workshop AI-Driven Speech, Music, and Sound Generation , year=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation c6650d4f-24fd-4f88-bcf4-58edc59db353 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 87a8ef7f-288f-4715-94a6-63f7e9e3c6a9 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare The Twelfth International Conference on Learning Representations , year=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation cc67b0f1-bc7e-4a2f-b195-c51527359bfb · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare High Fidelity Neural Audio Compression
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 1c731213-2897-4c52-b18f-7054dfd40c5e · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 4b1c2122-b3d2-4720-8308-85a6cee47f9e · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 1e094339-d88a-4f31-afcc-4a4091ef7ced · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare The Twelfth International Conference on Learning Representations , year=
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation b45d7f29-5736-4fff-912e-d597c95b7c5e · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2024 , booktitle =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation c85e5897-6efd-4d00-8592-7eada69c605d · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2024 , booktitle =
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 1ef9f85f-0d81-499c-a1fb-33a698648470 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare IEEE Transactions on Audio, Speech and Language Processing , year=
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 1ffcbd3f-449e-49e0-b900-f4c854354782 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation d84ad319-759b-4bb8-a176-388a2154fbee · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Towards Generalized Source Tracing for Codec-Based Deepfake Speech
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 74b8b53f-6253-4223-b4bd-d8d7259b13b5 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2025 , eprint=
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 0006792f-2f95-40b1-8cb0-3693279c434e · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2022 , url =
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 48ab0a8d-8231-466d-a4da-a190d88ce3e3 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare High Fidelity Neural Audio Compression , journal =
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation c40030d7-ae45-4972-96ab-5de2650e6e2f · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare AudioLM
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 552995ea-fa77-41f4-b354-19c409409ec1 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 44f01815-8bd7-44cf-a258-1c7a2d7e9c4a · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2024 , booktitle =
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation ca7650f9-9cac-4cb5-813d-480cb6c54d8d · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2021 , booktitle =
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 8e2b5e5d-d1e8-4755-945c-e795885ae949 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare doi:10.21437/Interspeech.2025-1442 , issn =
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation db987f6f-1459-4b5d-b450-6beb262ee77b · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare What You Read Isn ' t What You Hear: Linguistic Sensitivity in Deepfake Speech Detection
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 77da5974-e753-433d-841f-904077ca2808 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare The Distress Analysis Interview Corpus of human and computer interviews
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 05c9b860-e076-4e9a-9089-d6594c7096fb · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model , year=
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 21c29f1e-6ef1-4993-9f43-1535eeb54c38 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2021 , booktitle =
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation a7683a98-cc55-4466-9575-5321020a823a · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare doi:10.21437/Interspeech.2024-1597 , issn =
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation ece87a43-2d51-4772-b774-4baa2d9b1dd2 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation f2f035dc-4383-4fd6-9585-486d89d0dffc · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2020 , booktitle =
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation f3179e4d-cf30-4d1b-9e7b-7bafe11eeeb3 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare (eds.) Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation b7441627-7005-4e58-a828-020d0e203c24 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare IEEE/ACM transactions on audio, speech, and language processing , volume=
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 8820c385-87bc-41cd-acb9-9d0b31f37601 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 2d962e0c-334f-44e6-872c-c9de441ecaa1 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 0cc66daf-0d6e-4a8a-acbe-a82588272afe · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year=
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 1e7b9f7d-b0a1-41c0-a47e-2344e1bff9f8 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Advances in neural information processing systems , volume=
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 7ce6e967-51d4-408d-a939-6f24d427da97 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare IEEE Journal of Selected Topics in Signal Processing , volume=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation cb8beb23-2a5c-4cec-b396-8b9ed6664d3f · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare International conference on machine learning , pages=
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 339076a7-30f1-4360-a86b-0dce77b21e0e · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare 2022 , booktitle =
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 0e8a1a34-bb26-4952-9c0b-5a81156148fb · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare AASIST: Audio Anti-Spoofing Using Integrated Spectro-Temporal Graph Attention Networks , year=
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 18582300-aa84-4c97-8339-02b33e7fa54d · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 3c8e9299-7d84-41a7-a5a4-6d45d9515bcd · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation e3563567-6827-40cc-aded-3f16743efa2a · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 25028918-efed-4645-8ec4-c82c2d871ee3 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 0b8c970f-e2d0-4160-957b-d0b6c42ce4a3 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 43d99786-b326-4ce5-8dac-4be5d7c2bd8b · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 2a436bcb-9c0a-4e9c-b93b-2f4164b45ad4 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 4b27ff18-8a49-4b9e-a787-9e278620304e · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare End-to-End anti-spoofing with RawNet2 , year=
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 72fc8598-73ef-4e2c-9455-8bd9f5e1ce3f · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare doi:10.21437/Interspeech.2020-1810 , issn =
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
Observation 6d09be21-2e09-4b66-92e3-9e500667a096 · outbound
HCFD: A Benchmark for Audio Deepfake Detection in Healthcare SAMO: Speaker Attractor Multi-Center One-Class Learning For Voice Anti-Spoofing , year=
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.
No inbound Pith citation observations are available.