Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T10:28:23.687225Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.28351.
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 2026-07-31T10:28:23.687225Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
40 of 40 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1e544df8-f8d4-48d9-84d8-45e25a441cc6 · outbound
Teffic-Audio: Tell Fact from Fiction Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be4d2081-8dab-48cd-bd07-7774e5a06a7d · outbound
Teffic-Audio: Tell Fact from Fiction Does audio deepfake detection generalize?arXiv preprint arXiv:2203.16263,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b781278-fb42-44c0-9271-5f29fc3fd377 · outbound
Teffic-Audio: Tell Fact from Fiction Asvspoof 5: crowdsourced speech data, deepfakes, and adversarial attacks at scale
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90bbc901-57b5-4094-af2c-1cfb1db88011 · outbound
Teffic-Audio: Tell Fact from Fiction Light convolutional neural network with feature genuinization for detection of synthetic speech attacks
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1cad2b4-db5c-4e32-8bfc-3748387ebee5 · outbound
Teffic-Audio: Tell Fact from Fiction Replay and synthetic speech detection with res2net architecture
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beff54a8-2b33-4293-a96b-632ff7b317bf · outbound
Teffic-Audio: Tell Fact from Fiction End-to-end anti-spoofing with rawnet2
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46196a50-20d5-4b09-b76d-b2dd78425e91 · outbound
Teffic-Audio: Tell Fact from Fiction XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f3beb0b-6a81-41c0-8837-d1af39921367 · outbound
Teffic-Audio: Tell Fact from Fiction Mixture of experts fusion for fake audio detection using frozen wav2vec 2.0
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1d57647-b9c5-4509-8c87-b1b51aeceaf3 · outbound
Teffic-Audio: Tell Fact from Fiction Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5534c589-bbc2-4ebb-a20c-2669033a82ce · outbound
Teffic-Audio: Tell Fact from Fiction Frame-level temporal difference learning for partial deepfake speech detection.IEEE Signal Processing Letters, 2025b
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fff0a9b-4906-4970-93c3-2845da5e2e9b · outbound
Teffic-Audio: Tell Fact from Fiction Leveraging mixture of experts for improved speech deepfake detection
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36d40298-5761-4e16-a2be-ed767dca83ea · outbound
Teffic-Audio: Tell Fact from Fiction MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2c2693f-96fe-4dbd-8842-eca570cb1d9a · outbound
Teffic-Audio: Tell Fact from Fiction Rawboost: A raw data boosting and augmentation method applied to automatic speaker verification anti-spoofing
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc8c7fe9-3ce2-443e-ba98-cde4596bb4e3 · outbound
Teffic-Audio: Tell Fact from Fiction A data-centric approach to generalizable speech deepfake detection
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation effa4449-a4cd-4e14-8eb8-58e02651b4f0 · outbound
Teffic-Audio: Tell Fact from Fiction Generalizable audio deepfake detection via latent space refinement and augmentation
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3e5bb99-7b3a-436e-aa05-2b31de3e1279 · outbound
Teffic-Audio: Tell Fact from Fiction Generalizable speech deepfake detection via meta-learned lora
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ac7f324-7ed4-4b95-aa6f-491c413728eb · outbound
Teffic-Audio: Tell Fact from Fiction Conformer: Convolution-augmented transformer for speech recognition
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3de67fd-f113-4190-8cdc-5c70c93268ed · outbound
Teffic-Audio: Tell Fact from Fiction Attentive Statistics Pooling for Deep Speaker Embedding
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22eb84af-bf57-43a6-ba69-36d91ada68c9 · outbound
Teffic-Audio: Tell Fact from Fiction Replay attacks against audio deepfake detection
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f9b7f3b-fe35-4c58-8aef-be0e603c8e3f · outbound
Teffic-Audio: Tell Fact from Fiction AISHELL-3: A Multi-speaker Mandarin TTS Corpus and the Baselines
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ec5937e-80d3-493e-a287-688527d91673 · outbound
Teffic-Audio: Tell Fact from Fiction GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c8be08c-477e-4554-b9ec-6660e6d78e02 · outbound
Teffic-Audio: Tell Fact from Fiction Cn-celeb: a challenging chinese speaker recognition dataset
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc341901-0631-4f9d-9ce5-1309c2066c54 · outbound
Teffic-Audio: Tell Fact from Fiction Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44e6ca35-da5a-45cf-8abb-0765a465e3f1 · outbound
Teffic-Audio: Tell Fact from Fiction Unimax: Fairer and more effective language sampling for large-scale multilingual pretraining
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa394a0c-ae31-4537-a500-88ae04bc13c4 · outbound
Teffic-Audio: Tell Fact from Fiction High Fidelity Neural Audio Compression
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f429dc8-6d58-4039-a3d3-efdb02aeaadd · outbound
Teffic-Audio: Tell Fact from Fiction BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fee6289-b8b6-45a4-8510-182ba23d758e · outbound
Teffic-Audio: Tell Fact from Fiction Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 766e22e8-d789-4721-a28c-2178484feb27 · outbound
Teffic-Audio: Tell Fact from Fiction Exploring generalization to unseen audio data for spoofing: Insights from ssl models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71c8f231-7d39-4b63-b2d0-808f3d44cdf5 · outbound
Teffic-Audio: Tell Fact from Fiction End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5bc1f3c-694a-492c-84ca-1463981cd374 · outbound
Teffic-Audio: Tell Fact from Fiction Teffic-Audio achieves the best pooled ACC and pooled F1-score among the listed systems
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 451308d7-d185-4135-b813-98bc3758b2d8 · outbound
Teffic-Audio: Tell Fact from Fiction Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Hector Delgado, Andreas Nautsch, Nicholas Evans, Md Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, et al
Reference 2015
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T15:38:06.345634+00:00.
Observation e6d0476a-cba0-459e-a90b-cda0262fe0cc · outbound
Teffic-Audio: Tell Fact from Fiction MUSAN: A Music, Speech, and Noise Corpus
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a0d7f71-e7bf-4804-8b48-f7515130997f · outbound
Teffic-Audio: Tell Fact from Fiction Seamless: Multilingual Expressive and Streaming Speech Translation
Reference 2018
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ded5af8c-1732-4ca8-8cb0-66d77a949d2f · outbound
Teffic-Audio: Tell Fact from Fiction Nicolas M Müller, Piotr Kawa, Wei Herng Choong, Edresson Casanova, Eren Gölge, Thorsten Müller, Piotr Syga, Philip Sperl, and Konstantin Böttinger
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce701d1d-71e4-4d8f-b9b1-07f63e086622 · outbound
Teffic-Audio: Tell Fact from Fiction Add 2022: the first audio deep synthesis detection challenge
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3440183-9ab5-4ed7-b769-426786d55791 · outbound
Teffic-Audio: Tell Fact from Fiction ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fb26762-abed-4bbb-bac9-e041a32783e0 · outbound
Teffic-Audio: Tell Fact from Fiction WaveFake: A Data Set to Facilitate Audio Deepfake Detection
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a78a6a21-751e-4731-9c43-3e2455d87a4d · outbound
Teffic-Audio: Tell Fact from Fiction CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90b35423-3b9f-490f-b76b-fb8665440fa8 · outbound
Teffic-Audio: Tell Fact from Fiction Asvspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87fd1936-1f7a-4549-8ffd-58a26f68ae90 · outbound
Teffic-Audio: Tell Fact from Fiction Asvspoof 2021: accelerating progress in spoofed and deepfake speech detection
Reference 2026
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.