Paper Citation Record · LEDGER

Dawn of the transformer era in speech emotion recognition: closing the valence gap

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2203.07378.

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

pith.paper-citation-record.v1
2203.07378 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:07:00.945154Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T05:06:39.881080Z

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 05ff49f7-7362-48d0-ae7f-686547b31de5 · inbound

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data cites this paper.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Dawn of the transformer era in speech emotion recognition: closing the valence gap

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.945154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3338dabc-38f8-48ce-809d-a613e697b933 · inbound

A Semi-Supervised Framework for Speech Confidence Detection using Whisper cites this paper.

A Semi-Supervised Framework for Speech Confidence Detection using Whisper Dawn of the transformer era in speech emotion recognition: closing the valence gap

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-13T04:02:13.224804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb673504-6ba8-4bd7-87e7-be2dc2f9899e · inbound

Two-Stage Multimodal Framework for Emotion Mimicry Intensity Prediction cites this paper.

Two-Stage Multimodal Framework for Emotion Mimicry Intensity Prediction Dawn of the transformer era in speech emotion recognition: closing the valence gap

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:01:15.845524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35eb23f9-fdf4-4c12-bf32-cfd87760150b · inbound

SpeakerCard-1M: An Evidence-Grounded Corpus for In-the-Wild Speaker Verification cites this paper.

SpeakerCard-1M: An Evidence-Grounded Corpus for In-the-Wild Speaker Verification Dawn of the transformer era in speech emotion recognition: closing the valence gap

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:06:39.882562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.