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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 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:50.810503Z digest=sha256:cbd9d82b2638e1e1c294f1d6848f45915d75ac90f75dba28e02dbe5b8631a57e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:51.012885Z digest=sha256:a048a809e4afbdf1fc0336baac9521862356bbea1130d671b7277015fe84ba1c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:51.162982Z digest=sha256:dd38ea5c15c6e96f71139d5fe6df12142e990f3546cd0f36e84799408347ad0a

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:f62289cef92c65faa82e7e4f3615f426b4cc0fe5f031d81f51b570da0b4fddee

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:fb8a38e2e701d680b22fe837ac9bc13a2f1b856b95e14da836697c3b0f5acef1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:51.560821Z digest=sha256:7dc241024f3c74aa70ca3a2ae436f3da7a6df8baff308080d19c350bcdaa8cfd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:51.679431Z digest=sha256:0516e9837387a2faaa00d96c1c053c635d5f9630065c3d61e3a96f24080c7787

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=sha256:6d09fb69f3642ba81d0ecbdf6c65bf6152aee9e0a4e19493fd089abe3a39b125

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=sha256:2815ae255532734dfda19951cd617e019577a011b87bd355c40f34b12dd0bd15

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.036048Z digest=sha256:183e2536879e0b81808fc50fcae5155cd201cc22dea21c531bc04cae3eee89ec

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.177964Z digest=sha256:fe76493f0f9159338b146f7d191b1a41f679959d78f019a34e166f270de1622f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.286962Z digest=sha256:a30e2b93f75e4917f47482038053f2b4d46d7e4d32137e9e1c83fd67cec4c309

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.400185Z digest=sha256:6ebd57c5261b04a11f0357b262efb03ba139f49b0ce1a025150959373be7dd2e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.511559Z digest=sha256:cd7ce1d1f63d785fb434f15ff93e59e8a6648279d7abae4ef72ffcfcea1c2830

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.616976Z digest=sha256:6409d7877ab972086db815faf3c7f95eeb12bf93e667864e810c41face55996c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.751370Z digest=sha256:7a587688bd294add7d81004641b1c8a98fa33ce853eb02674e4c53a32967a8d8

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:e8ba44f5d161976f31befccf17c9a9c0eca4033493de373e2b0838328f8a7604

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:52.967349Z digest=sha256:92815ca5ea53b21271a14f3fb3e85123c92608f9f56c3e976111db904d3c2071

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.056822Z digest=sha256:c728a0f320751f9e305dd038a995d0645ba605a305e2708c643c3c5b2c6000b2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.188423Z digest=sha256:943c0efd15519b6c92950e54d6a9357bea7280ccb3506820cab4dd2be8329737

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.305114Z digest=sha256:22fa641f776dbccf04974d9d6ee16794ada501c9bf7725a69c99256759ecd4c4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.435411Z digest=sha256:ab537f54a8546ca76cfb7383d4d35e820bd3e8056dd8ba50736c4664ea942d61

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.575680Z digest=sha256:22189ff04cb26af1825a86a0c9f372c17ae75d7a45acd5e1ef02af41f27225dc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.696277Z digest=sha256:0540b57ff73e45d65e4d67b9c2027046a3d53020af26b1cd9ceebddac7baf035

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:53.889175Z digest=sha256:30cac7098fbfe7f4477254864af80fb1490ee02176e966be4eae8f1be410700c

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=sha256:7d8c10b3629b077dfb42bafaff6148f918c51c8a4d7bec70e4368efafac79f23

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:54.105624Z digest=sha256:1597945a88b90d2e42abfa8b51058c75253aea1bea295713b3c1c406d7c5ed23

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=sha256:601b389044ce51c41c7c80fcda3142f8a6c397f1ddee5b0a67070d3441e5a209

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:a7a4eaca891e36038f28ea8a67b0cf77fc5cff6eddfd068e7c6b2eb24de18fc3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:54.482790Z digest=sha256:2478fb1f751aeccf1241d37b54b2d84daeb97bdcd7c9f862686cb08f700c753c

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:b0bc18dab0ee445bbcd318560bac5fdfc171a97c7ca654477ac722e4a4323d34

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=sha256:5216a2b702b5756137c2fcf9e73cb93b7793336b70e741c93347cec142b52a9c

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=sha256:474a9318a181a2df2cc06f7b92e77b5b14fcb6d3dde78fbabc638e34cd839f4a

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 2026-08-09T06:31:02.800959+00:00.

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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:b7fb79cb5a390df2a527c893ac5b5097290bb2404d2aa7e0c42bb375e99e745a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:55.360385Z digest=sha256:32c0482996240cfbd98b21564077de5a853353c8625ef3e9fc0dd07f70529046

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:bd73f8fb9620ca0d31e1177b9ebd0d4c858741fb6b97f3fea7b47f778ebf2b61

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:55.638910Z digest=sha256:240ddc66968c7208b9597f2988cbb6e81ba7be6e2eb3db7cfc4c19b3d2f6f8ea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:55.756799Z digest=sha256:0e00ac6e4b63b06f7a24fd362e87455bdd90dda3f2c4b30cec7bf02e45c89fd7

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=sha256:266bb0249db677fed0d0ccbf5626d3b50b1af6d0d9223813b7c39d0860cc610b

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=sha256:0dccd57a340a7e98c46f41fb76dc348d9e4120f98d299085a8aa0c1e0b1d3694

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=sha256:8b9ccaf23c236066111a7941bcdc8fb89149cff36a8a6ff2932d285dd1d712c9

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=sha256:53438f06ce33e0407aa0b7d94b1768378bf35206354567235f8df8b8540a18d3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:56.502415Z digest=sha256:f2993b0460b7026a2cea7a96b6131cf7ea265f78734693abdb1fb4b9c1790765

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:48:50.913281Z digest=sha256:16b86195c0bb9acfba758dbe232cc11cf9df7c55490a6d51942dc9acbf771256

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=sha256:4da106516dd6c1f87f2525121b5846d3f933bb67e6b13d50f4ddc22cdd702998

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T19:27:18.774649Z digest=sha256:49df6c3ca3aab8143dd409a5f46b390581db7602371d0454dbae1caead08ffa2