Paper Citation Record · LEDGER

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition

As of 19 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2509.00077.

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

pith.paper-citation-record.v1
2509.00077 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:51:22.836944Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

29 of 29 outbound references displayed

verified exact3
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7dd30470-f710-44bb-a3b6-4ef935919b68 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.155313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d97dea7c-61bd-4a1b-bfe3-56310cf66e5d · outbound

This paper cites SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.740660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de876e0-7545-4319-88f8-a33d6619c2f5 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.143856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5521c310-441d-4c79-af83-e0ffd8e1e03e · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.133054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9719e725-9dae-4845-afbe-16bce85a5940 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.751936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6930f507-ab29-411d-9988-97be751143fc · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.755587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a27ae1-7853-4a8e-a861-76af2bec4590 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.110166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 82afccc3-238a-4c26-90c7-6e9087a1c4cf · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.099990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a49ec58-87a0-4660-aeb7-3a901ab6e54a · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.089902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4f4c520-94b1-4641-af00-d4bd517ba638 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Adam: A Method for Stochastic Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.769701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3cb476-b2b6-45e7-a10c-a0a83397684e · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.079589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 163b1d63-db4b-4cb1-ba7a-b9bb47ac73f1 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.069157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6d4537b4-3351-45b9-85cf-2443b3825d18 · outbound

This paper cites Livingstone and Frank A.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Livingstone and Frank A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.780287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a881003d-8c6f-4fc1-88f4-fa6ddc01ed45 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.059048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3fa2f2c2-9b34-4d48-bd1a-bb6d0fe5f198 · outbound

This paper cites Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.786954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9d1a58-49cd-4111-9bc8-c703c33f7508 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.790127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417e8d98-96a9-4215-8b3e-94469644daa1 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.048120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4babf694-1639-4042-b3fb-97c73b856f12 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.037882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58a00d04-42ad-4dd7-a6ad-02046ed1ef14 · outbound

This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.800840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1e93ce-9273-43e3-91fe-dcd6697162b7 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.027173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f1b0cd72-e0bc-4f6e-bc2a-b3a7311798a6 · outbound

This paper cites Privacy Preserving Inference of Personalized Content for Out of Matrix Users.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Privacy Preserving Inference of Personalized Content for Out of Matrix Users

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:51:22.938194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ea0c5479-eedb-4b13-adb8-5f3f76a95983 · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.016393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 907a3f3a-cf28-4fe2-a41a-6eeb0e60115f · outbound

This paper cites Attention Is All You Need.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Attention Is All You Need

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.814736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff08ca50-5601-430e-8daa-4263915a72a8 · outbound

This paper cites How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:51:22.913213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9cc3bbc0-e031-4022-9b3d-0c10ede046ef · outbound

This paper cites BERT-VQA: Visual Question Answering on Plots.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition BERT-VQA: Visual Question Answering on Plots

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:51:22.898136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b382023b-822b-4b83-909b-a6115bd5aabf · outbound

This paper cites an unresolved cited work.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:23.005406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbf7addc-645f-4631-aa74-2a2ae263d3d2 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition mixup: Beyond Empirical Risk Minimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.829472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6286d2f-0773-4ee1-872f-b79eaa2d5473 · outbound

This paper cites URL: " 'urlintro :=.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition URL: " 'urlintro :=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.833090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a50dcb59-c0e4-42d6-9a9a-c53193bdb42b · outbound

This paper cites write newline.

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:22.836944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.