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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 18 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:50.810503Z digest=sha256:2a9d5274a6e105a59a2e16369a72222695f14dd689b7f52486f3051707cb540a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:51.012885Z digest=sha256:bf430a623e67e65112f0c80a23b68743392a63a2f533c1fc496eb5ea3d38d52f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:51.162982Z digest=sha256:8073d1d27ab23a3895edeb7b4cf989bc783797b1f5fe32b5248d7a8abf023b62

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=sha256:2b1a71861ce2792c5b73d05d598fee5e382b617ec43a81b61fd2f4037bc21335

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=sha256:2eea7bcb8b39e60d3e3832d9644d9ac5461e435da3086a8dcab161891bad852e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:51.560821Z digest=sha256:c2a11001bf0f6a1047985efc8cd0ccfe09aa277476503874260f5f423659e70d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:51.679431Z digest=sha256:16d8da0a433845ccd78d189e7c33889650d6d8ea114aa6a3e82f19a9790a6261

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=sha256:6c1fd35b936f4529b6453c9512418b0988b48486af6f77f8eb7a2b4995d9e7b7

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:c1d2118af88e051ea23832b99ff46ab203f41c2f8ba6ab292f21fcb65d3feece

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.036048Z digest=sha256:a6571f953981eba175e9c9ef1490be43db9325a059c85bbe0cb172f4898fefb9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.177964Z digest=sha256:9aaf74d0c1bf4d2ed56eb48a202228b9791bb13f5b94ad4b771b8fa35ce0cab5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.286962Z digest=sha256:b0a0f7da17163010fc9f2abe7c6a2db95d922d7f08f58bb4d3c4b883067710a8

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.400185Z digest=sha256:fe33960b9d14c6763f14f2123ae81cffbbc6ca210cf119ea6b21ef93d1ffcc6d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.511559Z digest=sha256:55eb944afe82f672e3ffd923d7e1c4e78cf2c742e4e125970e7bded30adea7aa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.616976Z digest=sha256:569c853c0f6b25f29fec05b7b2a109c88de6c977854c7e6d11605508a372af27

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.751370Z digest=sha256:d7ea78b2f4e7e2c09b99dbe59f21b8f0b5ed2aae0908a8627a9383bf81000c68

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=sha256:9da39110bd3c64adaf70903cd60a03539a92b840615995555b504fdb3e8f7bec

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:52.967349Z digest=sha256:28bedc394c9515c8e8e4132f4e17dc3dbc9faedb7d60851b4a925b85c45ee636

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.056822Z digest=sha256:67bd7833bae330726b8c0d20ff04db6a502a148f9f0a05bd9e020317d5552916

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.188423Z digest=sha256:abf534609898b58f353b41cc3c3473f2592bc3023865e1f507f7f8a62a4e100f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.305114Z digest=sha256:608374e657d3d4b0501fdc09bab4d2ef8a70d961f69552a37728ea4959db0b6e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.435411Z digest=sha256:8ea89121feef8c9d66cab802b118584603e7500affcf35ceeab9fb6724f6e78c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.575680Z digest=sha256:16945d4fceffcdacd635b10b18aeafbe92d75d03b1fbd069eb8cc7a9fe5fad29

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.696277Z digest=sha256:091c242f03e5d2c49960beac0ced0dfab73ee3282565b5f04b9ad1ee46deac3f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:53.889175Z digest=sha256:7c40ce8839cd97ffcfa4d8acea831334256d59852299782a7eba2278f65ba694

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:f0b5fa6bba8ad4e16b498cfe6f4912fc453c36ba244ed6a10559afbe4f9cdb9a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:54.105624Z digest=sha256:b045df40af52a6c93304bdb8ca919bc90bb52f2010ea5659636b3f87eea4974e

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=sha256:0b28d5da211033753c8bd2a316f93f96e6a25451c5cda38a93883672ca920496

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=sha256:6ed1416f73c5d7d84ca84dec1bfc2638b652652d9f10fb17a3ce9ca6e08a2958

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:54.482790Z digest=sha256:3121fa1e8197a5a555cc72ce0c5edc8e236d74fb6b395b83dc7ef5e522189b0d

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=sha256:77f0cb677c73ccba02208b7d2433f0d125dfe74c90b748cd8188a98069405af4

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=sha256:8a3115e754e4aee218ee3372db1a147bb2a38bd1c8ab724e9e632f5c4f49db55

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=sha256:0d89583efd0fabfe3c0f8ef067d71b4b1a5942f828a6d6b8fcf8fb8180f214a6

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 2026-08-17T06:30:58.91139+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=sha256:2ff95b293f6aa4c778a29745e8e423cddf1f965d298a7596d62bff18d530ecf5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:55.360385Z digest=sha256:5cabfaba16f591c3448ff7a5883a2a2d4ceb5786a160f3b253c1b74535080107

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:eebfdc7b08f0165a96032ae0dfbb42271bd5db1a49e33411a3bf80a90b7d5d25

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:55.638910Z digest=sha256:84c1b4561f9bf997f1c9bcb41379ffd580815365005f55b135504a162543e889

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:55.756799Z digest=sha256:2e8d13e731f61e22cabd73399672a99483ae1ea6afcbcb5fad5aee257ce03c46

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=sha256:547ea2cd7c81d93a5352a38df9ea51856aaaa36f1a2692dcd9460afc3e9d51c7

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=sha256:56ea8eb03c9763abd261ded72402341e14192c63698febd26a1775d68d41eb32

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:a62008176204d264e29edc18f48608451981e95cc17959cb5bfc174ae3b84759

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:e85c15cb91c9e294e07b15e5467d8f9886a3bd6d94e1b3b2e7b0dd478fd24a21

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:56.502415Z digest=sha256:b0bbe20ef0dc25764c44890c2d491b4f9d20dae9d7d490e8076798f6d366fbdb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T16:48:50.913281Z digest=sha256:2776f6d4d409701696a35bf5eb201561acb314deb69775ca477d5ae9a2a39cbb

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=sha256:92cf2ea5393ba71ac353e5d89436294d1db404a997535a3114d8416dd348d0e1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T19:27:18.774649Z digest=sha256:88507d05a012f28db909ae3d4895670fa1f51ca5c853bf1f7adc577066cac943