Paper Citation Record · LEDGER

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition

As of 11 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2501.00995.

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

pith.paper-citation-record.v1
2501.00995 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:42:20.552885Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy16
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41902ffc-c90d-4b20-878e-8387bc54b3d4 · outbound

This paper cites Real-life emotion-related states detection in call centers: a cross-corpora study,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Real-life emotion-related states detection in call centers: a cross-corpora study,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.855476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c4410ec1-3a0e-456c-aaf8-dcb5b29c1057 · outbound

This paper cites Attention is all you need,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Attention is all you need,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.841361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b47cdf1d-5fc9-4614-bc3a-20228a7b5eaa · outbound

This paper cites Using emotion to gain rapport in a spoken dialog system,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Using emotion to gain rapport in a spoken dialog system,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.826835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c087ef98-a38d-48e3-90ef-851180277864 · outbound

This paper cites Semi-supervised speech emotion recog- nition with ladder networks,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Semi-supervised speech emotion recog- nition with ladder networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.813320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d7f2e265-2eb1-481a-8f40-6aebcc4ec828 · outbound

This paper cites Cross-corpus speech emotion recognition based on few-shot learning and domain adaptation,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Cross-corpus speech emotion recognition based on few-shot learning and domain adaptation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:42:20.483513Z

Source-reported events for the cited work

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Observation d705a0b1-1a47-4ab8-ba8d-ab2a68de0164 · outbound

This paper cites Self supervised adversarial domain adaptation for cross-corpus and cross- language speech emotion recognition,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Self supervised adversarial domain adaptation for cross-corpus and cross- language speech emotion recognition,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.790414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e9715cd-71b0-47c4-88f3-8e8ae5790d8b · outbound

This paper cites Phonetic anchor-based transfer learning to facilitate unsupervised cross-lingual speech emotion recognition,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Phonetic anchor-based transfer learning to facilitate unsupervised cross-lingual speech emotion recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.776309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7ea4509d-dee5-48be-91f5-99f6d02e30a7 · outbound

This paper cites Fair transfer learning with missing protected attributes,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Fair transfer learning with missing protected attributes,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.760596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 90f95239-c47b-4960-8adc-899658b368c3 · outbound

This paper cites Bias and Fairness on Multimodal Emotion Detection Algorithms.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Bias and Fairness on Multimodal Emotion Detection Algorithms

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:42:20.501906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d0e4125-99df-4a60-9c16-6dbf10d2d7f9 · outbound

This paper cites Achieving fair speech emotion recognition via perceptual fairness,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Achieving fair speech emotion recognition via perceptual fairness,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.745279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2b64486a-a586-4e73-bbb8-5e05ddf92663 · outbound

This paper cites Fairgrad: Fairness aware gradient descent,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Fairgrad: Fairness aware gradient descent,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.730769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e2cbacad-bb8e-4fe3-b46a-117a7aaf32f3 · outbound

This paper cites Gender de-biasing in speech emotion recognition.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Gender de-biasing in speech emotion recognition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.716671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ac11ac72-6013-4ed1-89b0-5cdebb38fc49 · outbound

This paper cites The emotion probe: On the universality of cross-linguistic and cross-gender speech emotion recognition via machine learning,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition The emotion probe: On the universality of cross-linguistic and cross-gender speech emotion recognition via machine learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.702829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14aada0e-8e70-4a15-b5a7-9175f563605a · outbound

This paper cites Cross- corpus training strategy for speech emotion recognition using self- supervised representations,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Cross- corpus training strategy for speech emotion recognition using self- supervised representations,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.688266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 46289c13-9922-47ef-b1d4-7a0101fb0271 · outbound

This paper cites Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T22:42:20.527630Z

Source-reported events for the cited work

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Observation 618eab88-027b-44ab-8c1e-5a82850041bc · outbound

This paper cites An intelligent infrastructure toward large scale naturalistic affective speech corpora collection,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition An intelligent infrastructure toward large scale naturalistic affective speech corpora collection,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.665418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 24747383-4c8f-48e4-8d05-f0bfdcced544 · outbound

This paper cites Unsupervised cross-corpus speech emotion recognition using a multi-source cycle-gan,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Unsupervised cross-corpus speech emotion recognition using a multi-source cycle-gan,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.651775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c94e1d9e-23ab-44e5-88ff-d36d38fd7fad · outbound

This paper cites Fairway: a way to build fair ml software,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Fairway: a way to build fair ml software,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.637987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b43975a5-31d0-4fc9-a986-d298125f1e05 · outbound

This paper cites Data preprocessing techniques for classi- fication without discrimination,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Data preprocessing techniques for classi- fication without discrimination,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:42:20.544304Z

Source-reported events for the cited work

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Observation a5eb378b-55bd-4f41-b6c6-7362bebf5258 · outbound

This paper cites wav2vec 2.0: A frame- work for self-supervised learning of speech representations,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition wav2vec 2.0: A frame- work for self-supervised learning of speech representations,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:42:20.548289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78a9556-7aef-4533-b957-4f0fe18e7eea · outbound

This paper cites Ai fairness 360: an extensible toolkit for detecting,.

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Ai fairness 360: an extensible toolkit for detecting,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:42:20.606399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.