Paper Citation Record · LEDGER

Speech Emotion Recognition via Entropy-Aware Score Selection

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2508.20796.

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

pith.paper-citation-record.v1
2508.20796 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:54:17.535098Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

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

measured 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

26 of 26 outbound references displayed

verified exact2
verified fuzzy15
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b3f890c-1f78-4c47-b514-ed28def712ab · outbound

This paper cites Iemocap: Interactive emotional dyadic motion capture database,.

Speech Emotion Recognition via Entropy-Aware Score Selection Iemocap: Interactive emotional dyadic motion capture database,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:18.108004Z

Source-reported events for the cited work

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

Observation a0e37626-ff4b-4bcd-8d39-046d7e6948a1 · outbound

This paper cites Multimodal emotion recognition based on deep temporal features using cross-modal trans- former and self-attention,.

Speech Emotion Recognition via Entropy-Aware Score Selection Multimodal emotion recognition based on deep temporal features using cross-modal trans- former and self-attention,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:18.087884Z

Source-reported events for the cited work

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

Observation 0853cba1-65e0-4c1e-ab22-ebc69e1ca466 · outbound

This paper cites A first look into a convolutional neural network for speech emotion detection,.

Speech Emotion Recognition via Entropy-Aware Score Selection A first look into a convolutional neural network for speech emotion detection,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:18.067743Z

Source-reported events for the cited work

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

Observation 4d766f41-f700-4032-832c-0ff302c84417 · outbound

This paper cites Speech emotion recognition using deep learning techniques: A review,.

Speech Emotion Recognition via Entropy-Aware Score Selection Speech emotion recognition using deep learning techniques: A review,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:18.049727Z

Source-reported events for the cited work

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

Observation dc906b9a-7fc0-43b5-bccb-25535a29bcfb · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Speech Emotion Recognition via Entropy-Aware Score Selection wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.407856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc03c80-ae80-4340-8866-0aa5ceb308b1 · outbound

This paper cites Hubert: How much can a bad teacher benefit asr pre-training?.

Speech Emotion Recognition via Entropy-Aware Score Selection Hubert: How much can a bad teacher benefit asr pre-training?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:18.009528Z

Source-reported events for the cited work

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

Observation 42647d03-93db-4651-bdb3-63ef01ff74f2 · outbound

This paper cites Wavlm: Large-scale self-supervised pre- training for full stack speech processing,.

Speech Emotion Recognition via Entropy-Aware Score Selection Wavlm: Large-scale self-supervised pre- training for full stack speech processing,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.420197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 340e58b2-aba5-41a8-9779-9ecc02759d7c · outbound

This paper cites Emotion recognition in conversation: Research challenges, datasets, and recent advances,.

Speech Emotion Recognition via Entropy-Aware Score Selection Emotion recognition in conversation: Research challenges, datasets, and recent advances,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.974561Z

Source-reported events for the cited work

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

Observation 786cd38c-8369-4f76-977c-770d66c46cd8 · outbound

This paper cites Multimodal machine learning: A survey and taxonomy,.

Speech Emotion Recognition via Entropy-Aware Score Selection Multimodal machine learning: A survey and taxonomy,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.955131Z

Source-reported events for the cited work

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

Observation 1eceb949-e1fc-43f5-82f5-47bd8322d91a · outbound

This paper cites Multimodal sentiment analysis: Addressing key issues and setting up the baselines,.

Speech Emotion Recognition via Entropy-Aware Score Selection Multimodal sentiment analysis: Addressing key issues and setting up the baselines,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.936087Z

Source-reported events for the cited work

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

Observation 389a3048-d1fc-479a-8f61-8f2e89f686b8 · outbound

This paper cites Tensor Fusion Network for Multimodal Sentiment Analysis.

Speech Emotion Recognition via Entropy-Aware Score Selection Tensor Fusion Network for Multimodal Sentiment Analysis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.443069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d269478-61c0-4c2a-8aab-62da25aa26ae · outbound

This paper cites Speech sentiment analysis via pre-trained features from end-to-end asr models,.

Speech Emotion Recognition via Entropy-Aware Score Selection Speech sentiment analysis via pre-trained features from end-to-end asr models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.916705Z

Source-reported events for the cited work

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

Observation 1f3ce878-23da-4098-80cd-e930137fbb4b · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

Speech Emotion Recognition via Entropy-Aware Score Selection Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.462219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aba427b-3978-4d72-a5e8-fe674d99fff0 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Speech Emotion Recognition via Entropy-Aware Score Selection RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.467691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467d68c7-bebb-4982-8d97-f5e2c57b2023 · outbound

This paper cites Audiovisual fusion: Challenges and new approaches,.

Speech Emotion Recognition via Entropy-Aware Score Selection Audiovisual fusion: Challenges and new approaches,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.879772Z

Source-reported events for the cited work

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

Observation d08e0ac3-e61e-409f-857f-78bd57714069 · outbound

This paper cites Modality-collaborative transformer with hybrid feature reconstruction for robust emotion recognition,.

Speech Emotion Recognition via Entropy-Aware Score Selection Modality-collaborative transformer with hybrid feature reconstruction for robust emotion recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.857347Z

Source-reported events for the cited work

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

Observation 1678542b-8498-4233-92e3-906bc387af8d · outbound

This paper cites Exploring fusion tech- niques for multimodal emotion recognition,.

Speech Emotion Recognition via Entropy-Aware Score Selection Exploring fusion tech- niques for multimodal emotion recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.836199Z

Source-reported events for the cited work

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

Observation 5728b906-10ee-4dd3-96a1-12b65cc948ef · outbound

This paper cites Decision-level fusion method for emotion recognition using multimodal emotion recognition information,.

Speech Emotion Recognition via Entropy-Aware Score Selection Decision-level fusion method for emotion recognition using multimodal emotion recognition information,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.816654Z

Source-reported events for the cited work

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

Observation 3c48cca9-0ac8-47b8-8793-4650850f24a0 · outbound

This paper cites Msp-improv: An acted corpus of dyadic interactions to study emotion perception,.

Speech Emotion Recognition via Entropy-Aware Score Selection Msp-improv: An acted corpus of dyadic interactions to study emotion perception,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.798065Z

Source-reported events for the cited work

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

Observation 7f094a71-ca5b-4c9c-a240-ec761c3cef54 · outbound

This paper cites On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis.

Speech Emotion Recognition via Entropy-Aware Score Selection On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:54:17.703860Z

Source-reported events for the cited work

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

Observation 354fadde-c5da-4f08-9afd-5799ccf2ba32 · outbound

This paper cites Robust speech recognition via large-scale weak supervi- sion,.

Speech Emotion Recognition via Entropy-Aware Score Selection Robust speech recognition via large-scale weak supervi- sion,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.508476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09989cf1-3f19-4d66-b543-00040bb44b13 · outbound

This paper cites XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond.

Speech Emotion Recognition via Entropy-Aware Score Selection XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:54:17.669263Z

Source-reported events for the cited work

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

Observation bbe871e8-4012-4c69-b2a3-b752409ae992 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Speech Emotion Recognition via Entropy-Aware Score Selection Robust Speech Recognition via Large-Scale Weak Supervision

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.518789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81f8d7ef-f632-45ca-98ea-b504a872ab60 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Speech Emotion Recognition via Entropy-Aware Score Selection DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.524335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f9a5fb8-b120-4473-a234-c8f4df5a2f16 · outbound

This paper cites Comparative analyses of bert, roberta, distilbert, and xlnet for text-based emotion recognition,.

Speech Emotion Recognition via Entropy-Aware Score Selection Comparative analyses of bert, roberta, distilbert, and xlnet for text-based emotion recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:17.764326Z

Source-reported events for the cited work

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

Observation 840638f8-ece8-44e8-bf30-87ac0c3a3fa0 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Speech Emotion Recognition via Entropy-Aware Score Selection Unsupervised Cross-lingual Representation Learning at Scale

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:17.535098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.