Pith. sign in

Paper Citation Record · LEDGER

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2206.13676.

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

pith.paper-citation-record.v1
2206.13676 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:15:25.222059Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T12:23:16.845349Z

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 ca490dc5-7add-46bd-b127-ba6667bb18fe · inbound

Synthetic ECG Generation for Data Augmentation and Transfer Learning in Arrhythmia Classification cites this paper.

Synthetic ECG Generation for Data Augmentation and Transfer Learning in Arrhythmia Classification TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T11:15:25.222059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:15:25.222059Z digest=sha256:0df7cc91d254c88fe46b0631504924165e1b101ee2eb0d784d87cb636ce1c8cd

Observation c1b96bd6-b4fa-4425-8572-540bb3e541a9 · inbound

Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data cites this paper.

Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T18:44:32.852645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:44:32.852645Z digest=sha256:2724bfd675f295ca33b6523fd346a434a75bdb9fb9055aaca12a1fd64dc28ac2

Observation b5e85a39-fade-4b45-8e06-a655cd88a589 · inbound

Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework cites this paper.

Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:26:25.936120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-07T10:58:36.216692Z digest=sha256:6e3641d3c6566049e2635aa03ad503a8be07f881741742bdd182cc13f7e95feb

Observation cd5d8b8c-1efd-4292-b48e-629f1d068303 · inbound

ECG-WM: A Physiology-Informed ECG World Model for Clinical Intervention Simulation cites this paper.

ECG-WM: A Physiology-Informed ECG World Model for Clinical Intervention Simulation TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:23:16.847460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T12:21:16.284834Z digest=sha256:797b2cb4a367567c7315c916c48c731746fab908ba46909de5320cefb69ff721

Observation bc0347f4-b49d-493c-894d-834d5a52c2f1 · inbound

Galvanic Vestibular Stimulation in Latent Space cites this paper.

Galvanic Vestibular Stimulation in Latent Space TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T11:24:27.934596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:24:27.934596Z digest=sha256:2af2f959ab469414dc735086364549562ebe048addcf864fb63cea97aa6fe708