Paper Citation Record · LEDGER

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition

As of 28 July 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2604.17647.

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

pith.paper-citation-record.v1
2604.17647 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T04:43:07.398512Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-27T06:30:09.085275+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact11
verified fuzzy21
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 486d24c8-a2e8-4ca5-84b6-5b7829049e4e · outbound

This paper cites Aho and Jeffrey D.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Aho and Jeffrey D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.547366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation a73e7b40-6f97-4639-affa-c04b3611540c · outbound

This paper cites an unresolved cited work.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Unresolved cited work

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.564021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation d7c84976-9996-415a-9644-cd5825e320f7 · outbound

This paper cites Chandra and Dexter C.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Chandra and Dexter C

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:45:20.786803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 25544a68-3f52-4538-aefd-a52e45b0cc10 · outbound

This paper cites Scalable training of.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Scalable training of

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.553701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 34e10cb3-1117-4957-9db7-869cef4fa112 · outbound

This paper cites an unresolved cited work.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Unresolved cited work

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.576640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation ba6713b7-8cc7-4466-996e-ec2ec163a641 · outbound

This paper cites Tetreault , title =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Tetreault , title =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.597593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 63dc55ce-4622-4324-964e-c8149f9bf3e4 · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.590856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 2228a78c-716c-4bc8-aa0a-01bb6205e75b · outbound

This paper cites Large-Scale Nonverbal Vocalization Detection Using Transformers , year=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Large-Scale Nonverbal Vocalization Detection Using Transformers , year=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.557351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 8e16a86a-51f9-4c5c-b6ee-35a164f0be1e · outbound

This paper cites Designing and Evaluating Speech Emotion Recognition Systems: A Reality Check Case Study with IEMOCAP , year=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Designing and Evaluating Speech Emotion Recognition Systems: A Reality Check Case Study with IEMOCAP , year=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.573722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 2cf3080d-cd1c-46b1-be92-f79ec92b3bea · outbound

This paper cites and Stern, Emily , TITLE=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition and Stern, Emily , TITLE=

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:45:20.778889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 9b20d0c4-fcdf-4ba8-933c-561587078d16 · outbound

This paper cites Tracy and Dacher Keltner , title =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Tracy and Dacher Keltner , title =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.594209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 6f5f8afe-075f-4866-b322-43500ea9bbb9 · outbound

This paper cites 2010 , issn =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition 2010 , issn =

Reference 12

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.788695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 80d17115-04e9-4e1a-8227-15ff5541d0ee · outbound

This paper cites doi:10.21437/Interspeech.2025-1006 , issn =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition doi:10.21437/Interspeech.2025-1006 , issn =

Reference 13

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.776187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 67e0d6b9-a5e2-44fc-aee9-16afe3e2bb35 · outbound

This paper cites doi:10.21437/Interspeech.2025-2123 , issn =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition doi:10.21437/Interspeech.2025-2123 , issn =

Reference 14

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.782561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 64858e49-5fc3-4f2e-a555-e5d858ad10bc · outbound

This paper cites Upadhyay and Carlos Busso and Chi-Chun Lee , year =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Upadhyay and Carlos Busso and Chi-Chun Lee , year =

Reference 15

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.784339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation f5a362a2-8f75-4c9b-9bdf-d714a9f01b0b · outbound

This paper cites Multi-Lingual Multi-Task Speech Emotion Recognition Using wav2vec 2.0 , year=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Multi-Lingual Multi-Task Speech Emotion Recognition Using wav2vec 2.0 , year=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.600566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation e4137903-c97e-4938-ab0d-60fdc69c943d · outbound

This paper cites Cross-Lingual Speech Emotion Recognition: Humans vs.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Cross-Lingual Speech Emotion Recognition: Humans vs

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.606403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 4a9b7e6b-be46-4abc-92e4-8b40ccb407fb · outbound

This paper cites Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition , year=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition , year=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.609583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 023587d9-cf69-4043-9dbe-e894df817c6f · outbound

This paper cites N- CORE : N-View Consistency Regularization for Disentangled Representation Learning in Nonverbal Vocalizations.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition N- CORE : N-View Consistency Regularization for Disentangled Representation Learning in Nonverbal Vocalizations

Reference 19

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.780870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation ddaab690-1c6b-4c56-8d20-f5bc36a23f65 · outbound

This paper cites Global Scientific Journals , volume=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Global Scientific Journals , volume=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.579851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 9f0faa52-d972-4631-be72-8eeeb4de17af · outbound

This paper cites and Alonso-Valerdi, Luz M.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition and Alonso-Valerdi, Luz M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.603328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 5e0e7eeb-3aa5-4403-8848-3301619b69ef · outbound

This paper cites PLOS ONE , publisher =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition PLOS ONE , publisher =

Reference 22

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.795500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 74c20f4a-be10-416e-b192-b0ffa29467f5 · outbound

This paper cites 2005 , booktitle =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition 2005 , booktitle =

Reference 23

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.792182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 22e2dcaf-9eff-45ef-b4bc-2a9c40c592bf · outbound

This paper cites and Keutmann, Michael K.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition and Keutmann, Michael K

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.550373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 464233f2-7ef6-4b83-8d14-44fab3d8a03f · outbound

This paper cites Speech Emotion Recognition for Performance Interaction , volume =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Speech Emotion Recognition for Performance Interaction , volume =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.612856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 5bd2c3db-10d4-4e7b-8329-00dfad8b7840 · outbound

This paper cites Journal of Machine Learning Research , volume=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Journal of Machine Learning Research , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.560516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation e217da1e-ac4d-4ff0-80fa-d1c65c4d9774 · outbound

This paper cites IEEE Journal of Selected Topics in Signal Processing , volume=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition IEEE Journal of Selected Topics in Signal Processing , volume=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.587253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation ea990994-b2ee-441c-8640-7ab81eb1e212 · outbound

This paper cites Advances in neural information processing systems , volume=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Advances in neural information processing systems , volume=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.583690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 4460fbb2-a6d5-464c-be02-51baa76cea38 · outbound

This paper cites voc2vec: A Foundation Model for Non-Verbal Vocalization , year=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition voc2vec: A Foundation Model for Non-Verbal Vocalization , year=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.570415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 7f437478-23f6-45aa-9b75-a7fc9950cd7b · outbound

This paper cites doi:10.21437/Interspeech.2024-1248 , issn =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition doi:10.21437/Interspeech.2024-1248 , issn =

Reference 30

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.793830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation 5216b21a-9207-4c1d-bf96-e5055f97d3b4 · outbound

This paper cites Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition , year=.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition , year=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:35:57.567268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Observation af5ae329-2928-457d-b61b-726b1059452e · outbound

This paper cites doi:10.21437/Interspeech.2025-2191 , issn =.

Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition doi:10.21437/Interspeech.2025-2191 , issn =

Reference 32

Resolution: verified exact; doi, observed 2026-05-10T04:45:20.790490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

Pith citing papers

No inbound Pith citation observations are available.