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Paper Citation Record · LEDGER

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases

As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2507.12580.

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

pith.paper-citation-record.v1
2507.12580 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:48:56.502415Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T19:27:18.774649Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T05:50:28.453180Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact17
  • verified fuzzy3
  • unresolved19
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06c3fbf8-0b42-4bfd-9d4c-a33b60c392e5 · outbound

This paper cites Communication Trends in the Post-literacy Era: Multilingualism, Multimodality, Multiculturalism.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Communication Trends in the Post-literacy Era: Multilingualism, Multimodality, Multiculturalism

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:49:05.275742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:50.810503Z digest=sha256:602f63d5eade1f752222182ffbf678d4a02fab47ce3665d0488af2d2a147768b

Observation a7b2034e-60ef-48a1-bcca-a54175e95ba9 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 2

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T16:49:03.502027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:51.012885Z digest=sha256:d169ce83c3bd257072039742f0de81417c25a41739c078619be9857cd11575b4

Observation b847f4e2-b800-4383-aa1b-01faf3b4a991 · outbound

This paper cites On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:49:03.169603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:51.162982Z digest=sha256:b858a533e7456b773534f1c9362cafb7e8b92b76ac9e8b1b1b3fcb61c569b441

Observation 8ac8a844-358a-4a17-b295-7092ac683bdc · outbound

This paper cites How to Explore Biases in Speech Emotion AI with Users?.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases How to Explore Biases in Speech Emotion AI with Users?

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:51.291547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:51.291547Z digest=sha256:9aeb308b20f67587d7c60a59f71c691a589f8ce3c1f2534542c1b8067edc8e93

Observation 2f5545d8-213b-4da9-b0e7-fc55a488516e · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:51.420914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:51.420914Z digest=sha256:05fb864f412371c2c0f749111e8fcd6b6365e66a09bab9437f3b66df4312c2ca

Observation cf400933-0e45-457a-b8bd-fe327f825755 · outbound

This paper cites Speejis: Enhancing User Experience of Mobile Voice Messaging with Automatic Visual Speech Emotion Cues.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Speejis: Enhancing User Experience of Mobile Voice Messaging with Automatic Visual Speech Emotion Cues

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T16:49:02.784482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:51.560821Z digest=sha256:9c329179eb9a085f2ff646cc463b6de042f843e0caf745f140e3f77d56e63c83

Observation 5dab313f-76a9-4056-a2ad-4f1af6a5a028 · outbound

This paper cites Speech Command + Speech Emotion: Exploring Emotional Speech Commands as a Compound and Playful Modality.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Speech Command + Speech Emotion: Exploring Emotional Speech Commands as a Compound and Playful Modality

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T16:49:02.509336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:51.679431Z digest=sha256:7a03f1f4a419b681c3eaad25a026bc984ab687b45e87b0af7dee281925717c75

Observation d9137425-71dc-4730-bab9-a4b349251570 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:51.794482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:51.794482Z digest=sha256:01d14b0055d290fdeaa065b246ae4d74f84c74a913ffbcd3d4461a934f9c851f

Observation e176733c-9ce8-4d6c-9598-b6bbb540db26 · outbound

This paper cites wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:51.898113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:51.898113Z digest=sha256:0ae06521c2aab725ddf9848b231d2b6c6a6c743430f98a2e58b4a31d5421f40e

Observation e2dbd2d7-d11d-4403-9853-fa697ef2a003 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-06T16:48:58.697378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.036048Z digest=sha256:f4cb90e902a9924625260563eeb8ed1ba2a000379588308603afbe81fec54bf6

Observation cd1a56b6-4ab3-4925-91f1-48a98a151644 · outbound

This paper cites Cross-Lingual Cross-Age Group Adaptation for Low-Resource Elderly Speech Emotion Recognition.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Cross-Lingual Cross-Age Group Adaptation for Low-Resource Elderly Speech Emotion Recognition

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:49:02.168761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.177964Z digest=sha256:10cc5f0a10d186e186e965b92fa49d5eb792a84df5e340f48e33b2dfcf94cace

Observation 692a4dc1-3afa-48d2-92dc-a32e0cc3f504 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-06T16:48:58.447163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.286962Z digest=sha256:3c313f40da8c62111de1194e06109cd188e14412d8d1df643377b5d596714670

Observation 591a1307-bd87-4dcb-b04b-86ca5026d975 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-06T16:48:58.177164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.400185Z digest=sha256:a2318607d057a388d4771f564528ede2e8612e8b33ab4ac78e1ba1a22b50a3eb

Observation 825935f5-20a3-4a5e-8c65-e579719262df · outbound

This paper cites Douglas-Cowie, Suzie Savvidou, E.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Douglas-Cowie, Suzie Savvidou, E

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:49:04.977755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.511559Z digest=sha256:27409578cc9774af3b0b65a72f4f679a412b51e12664be4e3e816fdde223f7f4

Observation 9adec4df-5b94-4e40-8a3c-7ab21e6f57a2 · outbound

This paper cites Linguistic and Gender Variation in Speech Emotion Recognition using Spectral Features.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Linguistic and Gender Variation in Speech Emotion Recognition using Spectral Features

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:49:01.843088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.616976Z digest=sha256:5e3f9af11d58cfe920f1249491268ddd1409fbf932739afaf868a88920b46f7b

Observation 2bee4d81-0405-48b4-b2b6-12e037a69633 · outbound

This paper cites MSP-Podcast SER Challenge 2024: L'antenne du Ventoux Multimodal Self-Supervised Learning for Speech Emotion Recognition.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases MSP-Podcast SER Challenge 2024: L'antenne du Ventoux Multimodal Self-Supervised Learning for Speech Emotion Recognition

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:49:01.602050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.751370Z digest=sha256:2830fbb10009a21ad7fbc18fea9c2d6b85f0bdbb02a5e12aefdcc7235b3492f0

Observation 49bd21c2-3609-4836-9d3d-3d13fc568dd0 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:52.859989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:52.859989Z digest=sha256:77942b160238297c2eefeb72101252034fce5fc6dee0dcf0ceb85f1a8510aa48

Observation b969d22b-1e52-45d7-a9a4-8129b79a681d · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 18

Resolution
verified exact
raw_fallback, observed 2026-08-06T16:49:01.307344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:52.967349Z digest=sha256:f8afe9eea9007b6f2286242a3105106f01b726ed1e75ff75fe5643165acf6ef3

Observation bf9a635a-1285-466f-be0f-6d212a2c9c4b · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 19

Resolution
verified exact
raw_fallback, observed 2026-08-06T16:49:00.990845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.056822Z digest=sha256:e9924cb06c693469d67140f393430695e2b03e36a677ab94ef031026d9d13afb

Observation b96d5315-d9b8-445d-8af7-da7de51fcb91 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:49:04.748815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.188423Z digest=sha256:b467763b3479a8f24a6a016c75b15e570cc299afa727986edf95c8bbd1fadb99

Observation 50c3729a-1e75-40a0-a2f0-9a7e3c4336b4 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 21

Resolution
verified exact
doi, observed 2026-08-06T16:48:57.910428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.305114Z digest=sha256:35c230f2b550244f76e4843f690ac1f62f46cbf484ae08eaeefeb48d256e5fce

Observation 361ec9f4-69c4-4141-8aff-9b9e7bc13f1a · outbound

This paper cites EMOVOME: A Dataset for Emotion Recognition in Spontaneous Real-Life Speech.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases EMOVOME: A Dataset for Emotion Recognition in Spontaneous Real-Life Speech

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:49:00.689253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.435411Z digest=sha256:02383710f75e0259b23d6a5301d0e37ba4634f5cb3e85ca2860f7d450da27e30

Observation 04c08f3b-e3bd-4ce5-8704-c6b05f8e17e4 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:49:04.462969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.575680Z digest=sha256:a1f44c8fcdba662af68440cb05f0ed6cc47c1e0ceaf677f6cd699a56d05ad5ea

Observation 520778e5-363b-47e1-b71d-6370b1b6ddd5 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 24

Resolution
verified exact
doi, observed 2026-08-06T16:48:57.625637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.696277Z digest=sha256:e047db911cca4d8d9c21e3231fdbdd2653c0de4bcef1d924b98e640548a64519

Observation 01fd564c-989a-4694-bfc2-b39ae0624718 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-06T16:48:57.377488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:53.889175Z digest=sha256:0923320d4fc57bfa3aad0cf269a9d1dd414378de489b5629b3b7249cc4c7d350

Observation 55d1fb67-5525-4718-81df-2e76ea3b5b46 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:53.997318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:53.997318Z digest=sha256:8c719c42ab1a6356d47cb4f1d59832beb2db0430a7538d86244e5032e7eb040c

Observation cb272545-9edb-432e-92fa-ec3e9b6dde5b · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 27

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T16:49:04.197425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:54.105624Z digest=sha256:0357517d5d697102669e70edd173f197f12e2581e05d31827b01fb73bde47908

Observation 6ed41d47-e860-4901-a6d8-93a3dfcdb385 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-06T16:48:57.049733Z

Source-reported events for the cited work

correction dated 2024-04-18. Source: crossref record 10.1038/s41598-024-59799-6->10.1038/s41598-021-04357-7:correction, observed 2026-07-11T03:09:16.183249+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-06T16:48:54.234389Z digest=sha256:c24402e672858e34616c3e3aff7deaa36a9dead4c532ca576f28127e24a4de7d

Observation e609b505-d291-4ec7-8138-3446eb0da208 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:54.350790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:54.350790Z digest=sha256:482817e962067b742394ad45b4871019c048d8d3578cd8df9b2adae4ba2ade0c

Observation 7bf19195-55ab-45eb-b663-c626d72e4a52 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 30

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T16:49:00.343727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:54.482790Z digest=sha256:b50517c62119f01ef9dedd5c3572f6deafeee62367cdda2321190adef09ae401

Observation cad6cf66-85e2-46b0-b981-cbba83e86cdb · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:54.587627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:54.587627Z digest=sha256:d9cee5cb4f17e6139a2ca0608c40ddf0541ecd9b65a8f6b31efd516a18a7623a

Observation b9755f4d-f6a9-400f-bd15-2402e6de9655 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:54.739615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:54.739615Z digest=sha256:95bbf452318d2604308c929a9f4fa9929ede7800f49cba3b3445775b73b3a0f3

Observation 24ddfc2d-e58e-471d-a56a-29a52f9fc719 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:54.881555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:54.881555Z digest=sha256:1b70e89ea511f03cf62a365e518e8f4aff129145e1e04dff86d874161a01342a

Observation a047bbc1-569d-4a7b-9bdf-a2ab4227be90 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 34

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T16:48:59.850560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:55.035840Z digest=sha256:46a9eae891e3d8c14cd440fdbb278e31c5ff4eaf73de878cef786f83b329b7b2

Observation c1f58cf7-88ff-4bc5-82da-be023a8dbd99 · outbound

This paper cites Bernstein, Robin N.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Bernstein, Robin N

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:55.231231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:55.231231Z digest=sha256:bfff6b203f5ad1e534df9a151e0d1bdccc17a1294bc5cebb71a17851ef3d9461

Observation 7e6d3f4a-5fc8-4a63-8f74-cd521cb3e44c · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-06T16:48:56.774850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:55.360385Z digest=sha256:967f93d153d0db222d8c8d56ba70851040cd0a1936b2f210d718aa2c1f1c310c

Observation 816c4537-0b7d-441a-89c0-4a762439ec56 · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 37

Resolution
malformed identifier
no resolver link, observed 2026-08-06T16:48:55.484559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:55.484559Z digest=sha256:de46316b91cc31e9913e8b7ef1d41cb1a4f2ddbd689f199424ec2feda829b8d3

Observation 9359957d-3337-4e1f-9e2d-3bf0575b125a · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:49:03.977393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:55.638910Z digest=sha256:14d499bf1d8283cff80cd30e8c736e9fbe28e2bc3d4c397db0c17a2aaec0cbf4

Observation 4b9989d3-6a6e-4fe3-a3f7-a84df91f6914 · outbound

This paper cites Schuller.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Schuller

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:49:03.740951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:55.756799Z digest=sha256:cbc145473a4e81c0f389481cc169f09e45377723b9474c3d8acd724a06b6145d

Observation e1be3bd1-be96-4ce8-886e-db345248959c · outbound

This paper cites A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:56.065305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:56.065305Z digest=sha256:2f9f9cbcd2db6dbdc0f1f23f3d300ed370e397027d467134127b9b57824b338e

Observation 24d34e61-2254-4485-8512-2e03bb9d8fe3 · outbound

This paper cites Normalization through Fine-tuning: Understanding Wav2vec 2.0 Embeddings for Phonetic Analysis.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Normalization through Fine-tuning: Understanding Wav2vec 2.0 Embeddings for Phonetic Analysis

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:56.195641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:56.195641Z digest=sha256:6956b8e613ff02a34f92e0a04628598912a4205359ba9011dbcd86a9b10cca58

Observation 1984a5c1-921a-4fee-9619-b74e9ec399ef · outbound

This paper cites an unresolved cited work.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:56.294537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:56.294537Z digest=sha256:763397a8fb89e8a880f367d24b953b897025501cf58e4fb7083b446dea1367bb

Observation 6b15e984-f165-4d66-ba13-aeb42fed1619 · outbound

This paper cites Wobbrock, Meredith Ringel Morris, and Andrew D.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Wobbrock, Meredith Ringel Morris, and Andrew D

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:56.381145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:56.381145Z digest=sha256:340dcb373d51ca48a04baa1da83be3df0c775faaa618cedcf83d18b8b11c32c6

Observation d2351b1c-006e-47dc-bba8-9927f93d21ba · outbound

This paper cites Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:48:59.156591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:56.502415Z digest=sha256:3b4aafba75426917d5c662d3ccb333229ce139dd7a69a28e4529fef169f31e5e

Observation af732e2c-e665-497e-be3f-865d516e7fb9 · outbound

This paper cites https://doi.org/10.18502/kss.v4i2.6312.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases https://doi.org/10.18502/kss.v4i2.6312

Reference 2020

Resolution
verified exact
doi, observed 2026-08-06T16:48:58.897689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:48:50.913281Z digest=sha256:db1cd3137274bd63fc00c1d2b6d7962408d150b965d5a8be92be2c91e736f26d

Observation cc7cf4b7-07e9-4778-8241-aafb14f4fb62 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence 45, 9 (2023), 10745–10759.

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases IEEE Transactions on Pattern Analysis and Machine Intelligence 45, 9 (2023), 10745–10759

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T16:48:55.906842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:48:55.906842Z digest=sha256:5270b1c24b164bfebf2fcfcfd9f4c99a7e3494dc5dd54ba093ba14efa781d66a

Pith citing papers

Observation 8aaf6d86-c821-4812-b90c-fd6c7b95b5e4 · inbound

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI cites this paper.

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI "How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases

Reference 247

Resolution
verified exact
arxiv_id, observed 2026-05-09T05:50:28.474108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T19:27:18.774649Z digest=sha256:ffa92bca3a06dc6eaf4079ece88bb1fab5cb66b5ec88a3de57d8092cf260786c