Paper Citation Record · LEDGER

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

As of 8 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 3 inbound Pith citation observations for arXiv:2508.14130.

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

pith.paper-citation-record.v1
2508.14130 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:01:25.208175Z

measured 77 of 77 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:26:25.288372Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:49:52.016080Z

Reference resolution

74 of 74 outbound references displayed

verified exact0
verified fuzzy56
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e4ac4cc6-9f83-4606-81f5-5df0af1a7f74 · outbound

This paper cites Alsaad, Yusra Azhar, and Yasser Al Nasser.Depression in Children.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Alsaad, Yusra Azhar, and Yasser Al Nasser.Depression in Children

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.689700Z

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 d33317e0-c168-428b-bcd9-5d754b000091 · outbound

This paper cites Self-supervised learning from images with a joint- embedding predictive architecture.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Self-supervised learning from images with a joint- embedding predictive architecture

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.670936Z

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 36424f8d-492c-4a38-bfc6-52b72e0ad2fc · outbound

This paper cites vq-wav2vec: Self-supervised learning of discrete speech representations.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition vq-wav2vec: Self-supervised learning of discrete speech representations

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.652213Z

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 f3095a81-f6c5-4f8d-88aa-f88f294afb2c · outbound

This paper cites wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:20.124665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ea7c20-042d-4a93-a0c3-4e98dd316dd4 · outbound

This paper cites VICReg: Variance-invariance-covariance regular- ization for self-supervised learning.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition VICReg: Variance-invariance-covariance regular- ization for self-supervised learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.634597Z

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 3df58c14-0e90-4e56-afed-c010015acd68 · outbound

This paper cites Revisiting feature prediction for learning visual representations from video.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Revisiting feature prediction for learning visual representations from video

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.614173Z

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 cbffb741-49e2-448f-8109-0428c724d434 · outbound

This paper cites an unresolved cited work.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:01:46.597891Z

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 2f391802-f54f-490c-866f-8b902bacee4a · outbound

This paper cites Unsupervised learning of visual features by contrasting cluster assignments.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Unsupervised learning of visual features by contrasting cluster assignments

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.576531Z

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 15629ce6-2c4a-4170-ad9d-9de93168ef0e · outbound

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

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Wavlm: Large-scale self-supervised pre-training for full stack speech processing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:20.485952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5fd2387-655e-4d16-b744-3e1e3b93e39e · outbound

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

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Wavlm: Large-scale self-supervised pre-training for full stack speech processing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.557915Z

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 5ca26339-8f0d-4c2c-a364-677c304f767a · outbound

This paper cites BEATs: Audio pre-training with acoustic tokenizers.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition BEATs: Audio pre-training with acoustic tokenizers

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.542209Z

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 abb879ae-48a2-4378-9d0a-fec68e32d91f · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:20.706326Z

Source-reported events for the cited work

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Observation 0f727b67-fdb9-4467-8cd5-2b7fa2e834b0 · outbound

This paper cites Qwen2-audio technical report, 2024.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Qwen2-audio technical report, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:20.802087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40827567-f0a0-4179-97a5-4bd7f71ec114 · outbound

This paper cites Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.513806Z

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 e03cabcc-4e51-4898-ad1a-9e5652bb2227 · outbound

This paper cites An unsupervised autoregressive model for speech representation learning.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition An unsupervised autoregressive model for speech representation learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.492673Z

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 89172613-8aed-4848-822a-cc168751ec30 · outbound

This paper cites SpeechVerse: A Large-scale Generalizable Audio Language Model.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition SpeechVerse: A Large-scale Generalizable Audio Language Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:21.059534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690bd071-bfb0-4438-88bb-ada9aec607a7 · outbound

This paper cites Speech prosody in mental disorders.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Speech prosody in mental disorders

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.470425Z

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 b2404d2a-47a7-4189-b87e-df0042ade9cd · outbound

This paper cites Learning to predict activity progress by self-supervised video alignment.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Learning to predict activity progress by self-supervised video alignment

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.452637Z

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 b2de2793-8150-4a36-919f-6183ccbe3087 · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue, 2024.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Moshi: a speech-text foundation model for real-time dialogue, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:21.236038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 604d02fc-9a22-482a-b562-95ff874a7276 · outbound

This paper cites Prompting large language models with speech recognition abilities.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Prompting large language models with speech recognition abilities

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.420259Z

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 e8a5b3c1-c32d-46bd-9864-27e6553b1fa3 · outbound

This paper cites Risk factors for problematic smartphone use in children and adolescents: a review of existing literature.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Risk factors for problematic smartphone use in children and adolescents: a review of existing literature

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.395703Z

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 b8d10302-99dc-4115-875b-00490fef6635 · outbound

This paper cites Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Avila Pires, Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, and Michal Valko.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Avila Pires, Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, and Michal Valko

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.370681Z

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 7ca5f94c-7264-41d4-8213-83f52712fda3 · outbound

This paper cites A generalizable speech emotion recognition model reveals depression and remission.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition A generalizable speech emotion recognition model reveals depression and remission

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.349010Z

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 40c3cf6b-0ca5-4f3d-81ff-5d4bd48da5bc · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Hubert: Self-supervised speech representation learning by masked prediction of hidden units

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.330403Z

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 89df3e79-c389-4d1a-9a94-75e64dacc146 · outbound

This paper cites Robust wav2vec 2.0: Analyzing domain shift in self-supervised pre-training.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Robust wav2vec 2.0: Analyzing domain shift in self-supervised pre-training

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.313639Z

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 936e8dbd-253c-457e-ad9f-4bceef2447f1 · outbound

This paper cites LoRA: Low-rank adaptation of large language models.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition LoRA: Low-rank adaptation of large language models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:22.032658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4213839a-3fe4-4180-a015-443a8249b72d · outbound

This paper cites WavLLM: Towards robust and adaptive speech large language model.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition WavLLM: Towards robust and adaptive speech large language model

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.283002Z

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 39036777-0294-4e66-8fdb-8d1b103a5245 · outbound

This paper cites Ibrahim, Antony Perzo, and Simon Leglaive.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Ibrahim, Antony Perzo, and Simon Leglaive

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.265753Z

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 79b54156-0e4f-4b5d-b37c-e08c3b7dcce0 · outbound

This paper cites Audio flamingo: A novel audio language model with few-shot learning and dialogue abilities.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Audio flamingo: A novel audio language model with few-shot learning and dialogue abilities

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.248319Z

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 38d4ede5-7c28-4328-9407-2d32cfab6f3e · outbound

This paper cites Masked vision and language modeling for multi-modal representation learning.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Masked vision and language modeling for multi-modal representation learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.229769Z

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 c49c21c6-75a1-4f0b-ac02-5ab1ca196f22 · outbound

This paper cites Modeling caption diversity in contrastive vision-language pretraining.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Modeling caption diversity in contrastive vision-language pretraining

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.209139Z

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 ecc48aa8-cef9-49b8-a540-2fd99399f896 · outbound

This paper cites Binning as a pretext task: Improving self-supervised learning in tabular domains.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Binning as a pretext task: Improving self-supervised learning in tabular domains

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.188186Z

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 26c43586-b09a-4a0c-9709-fb9fa2167edf · outbound

This paper cites Blip-2: bootstrapping language-image pre-training with frozen image encoders and large language models.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Blip-2: bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:22.549102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14095ca2-d63e-43dc-95e7-430077254b37 · outbound

This paper cites Revise, reason, and recognize: Llm-based emotion recognition via emotion-specific prompts and asr error correction.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Revise, reason, and recognize: Llm-based emotion recognition via emotion-specific prompts and asr error correction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.148362Z

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 057f500a-a6d8-4ba3-ad0c-d7029a3a581b · outbound

This paper cites Liu, Yu-An Chung, and James R.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Liu, Yu-An Chung, and James R

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.128203Z

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 1dcec125-d867-409a-bf03-11333f56b31e · outbound

This paper cites Liu, Shang-Wen Li, and Hung yi Lee.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Liu, Shang-Wen Li, and Hung yi Lee

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.109729Z

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 6f306275-d1e2-4902-b8eb-fcfa73a28bfa · outbound

This paper cites Decoupled weight decay regularization.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Decoupled weight decay regularization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:22.792704Z

Source-reported events for the cited work

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Observation fa4c8014-235e-4332-95b9-0f46aaab0837 · outbound

This paper cites Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.072566Z

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 7768da0b-c871-47cf-a1ef-50a7026b794f · outbound

This paper cites The llama 3 herd of models, 2024.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition The llama 3 herd of models, 2024

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.052217Z

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 84332ff0-aa25-47d0-8217-5e72e28142b6 · outbound

This paper cites Byol for audio: Self-supervised learning for general-purpose audio representation.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Byol for audio: Self-supervised learning for general-purpose audio representation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:46.033339Z

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 652bda04-7608-4b0e-95af-1bbc0902a1a7 · outbound

This paper cites Byol for audio: Exploring pre-trained general-purpose audio representations.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Byol for audio: Exploring pre-trained general-purpose audio representations

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:45.941970Z

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 d4a3ba5a-17db-4167-934f-b11140853003 · outbound

This paper cites Olson, Dasha A.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Olson, Dasha A

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:45.721655Z

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 b65bf25c-dc21-4d93-ad29-8a21e08c1199 · outbound

This paper cites Librispeech: An asr corpus based on public domain audio books.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Librispeech: An asr corpus based on public domain audio books

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:23.138521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faaf7ce7-4e2f-4b16-b32c-fe0831262366 · outbound

This paper cites Strimel, and Andreas Schwarz.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Strimel, and Andreas Schwarz

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:45.441316Z

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 9fcfa147-358a-44e1-8512-e0f4e57b4a00 · outbound

This paper cites Emotion Recognition from Speech Using wav2vec 2.0 Embeddings.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Emotion Recognition from Speech Using wav2vec 2.0 Embeddings

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:45.190947Z

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 d65b04ca-57f1-4c6d-a2b1-0117ede1df2f · outbound

This paper cites V oice modulation: A window into the origins of human vocal control? Trends in Cognitive Sciences, 20(4):304–318, 2016.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition V oice modulation: A window into the origins of human vocal control? Trends in Cognitive Sciences, 20(4):304–318, 2016

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:44.962829Z

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 ae6ae9af-902b-45a5-aed8-eee93c463da4 · outbound

This paper cites Qwen2.5 technical report, 2025.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Qwen2.5 technical report, 2025

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:23.392952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be217bed-d5a8-49d7-a7ae-ad151ec2fa41 · outbound

This paper cites Learning transferable visual models from natural language supervision.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Learning transferable visual models from natural language supervision

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:44.666612Z

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 4260065f-cb11-48f9-899c-091ba0206297 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Robust speech recognition via large-scale weak supervision

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:44.405983Z

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 a97c329d-bf9f-48bb-b580-8e5e3ed94722 · outbound

This paper cites Generating diverse high-fidelity images with vq-vae-2.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Generating diverse high-fidelity images with vq-vae-2

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:44.116729Z

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 7f0dfb18-be61-48e4-a07e-b129e4107d22 · outbound

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

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:23.671306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f11967-843b-4a54-b1c4-7cb694f85153 · outbound

This paper cites Flava: A foundational language and vision alignment model.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Flava: A foundational language and vision alignment model

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:43.956446Z

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 f967e566-c2ed-4242-9ce3-21ad008c08ae · outbound

This paper cites SALMONN: Towards generic hearing abilities for large language models.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition SALMONN: Towards generic hearing abilities for large language models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:43.813149Z

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 4dc53a46-6f11-4622-bed8-3768cedebb69 · outbound

This paper cites Chameleon: Mixed-modal early-fusion foundation models, 2024.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Chameleon: Mixed-modal early-fusion foundation models, 2024

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:23.825644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 756f964c-ce41-4c4a-a19d-bfe7322083f4 · outbound

This paper cites T-JEPA: Augmentation-free self-supervised learning for tabular data.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition T-JEPA: Augmentation-free self-supervised learning for tabular data

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:43.702511Z

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 fa718704-5668-4f85-990e-c9ff4e21fff0 · outbound

This paper cites an unresolved cited work.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:01:43.570579Z

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 4b65a974-fb17-4c12-a888-238c189946e4 · outbound

This paper cites Improved baselines for data-efficient perceptual augmentation of LLMs, 2024.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Improved baselines for data-efficient perceptual augmentation of LLMs, 2024

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:43.405953Z

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 3d5188bb-92b2-44e0-8bf8-57865b360f16 · outbound

This paper cites Neural discrete representation learning.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Neural discrete representation learning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:43.238606Z

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 befbdacb-0845-4b22-8b62-5238da51bc28 · outbound

This paper cites Schuller.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Schuller

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:43.053250Z

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 e093735d-c928-47c2-a74d-e3511988e94b · outbound

This paper cites A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:24.191393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f672392-9f67-4e8e-876e-be60fc74d23a · outbound

This paper cites Towards latent masked image modeling for self-supervised visual representation learning.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Towards latent masked image modeling for self-supervised visual representation learning

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:42.916560Z

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 993294aa-cb5b-4a93-a125-70f9f0950cf5 · outbound

This paper cites On decoder-only architecture for speech-to-text and large language model integration, 2023.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition On decoder-only architecture for speech-to-text and large language model integration, 2023

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:42.747469Z

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 269d79d5-751b-4afd-8961-346dcc2f7e35 · outbound

This paper cites Switchtab: Switched autoencoders are effective tabular learners.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Switchtab: Switched autoencoders are effective tabular learners

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:42.571055Z

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 713a01ad-c6fe-44ff-89ee-b57d89fd35da · outbound

This paper cites Qwen3 Technical Report.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Qwen3 Technical Report

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T19:01:24.436973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429e1704-9c86-4f1f-8775-020160c7d55e · outbound

This paper cites Detection of mood disorder using speech emotion profiles and lstm.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Detection of mood disorder using speech emotion profiles and lstm

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:42.426558Z

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 fcdb43d8-40d4-4b00-bc94-aa549ac2d188 · outbound

This paper cites Coca: Contrastive captioners are image-text foundation models.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Coca: Contrastive captioners are image-text foundation models

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:42.242393Z

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 e9c94ed4-59cc-45e3-9adb-876839345ba7 · outbound

This paper cites Connecting speech encoder and large language model for asr.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Connecting speech encoder and large language model for asr

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:42.042815Z

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 326cb922-af5f-47c9-84b4-e5d544e91a91 · outbound

This paper cites Barlow twins: Self- supervised learning via redundancy reduction.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Barlow twins: Self- supervised learning via redundancy reduction

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:41.874164Z

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 8be054d5-7c0e-4a08-ace2-3738e3b75aaa · outbound

This paper cites XTab: cross-table pretraining for tabular transformers.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition XTab: cross-table pretraining for tabular transformers

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:41.627401Z

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 b964a577-3280-4235-9c38-8196d83c06d3 · outbound

This paper cites role": "system.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition role": "system

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:41.461050Z

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 657de9e1-c6dd-498f-9983-c9b061b92936 · outbound

This paper cites an unresolved cited work.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:01:41.251542Z

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 d493cb03-0b91-4a44-a5d0-7c045ba05ad5 · outbound

This paper cites role": "user.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition role": "user

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:41.032813Z

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 066c914b-30eb-434d-a273-b3f133287e22 · outbound

This paper cites Identify and write down the words spoken in the preceding audio.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition Identify and write down the words spoken in the preceding audio

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:40.831038Z

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 56d56ad6-ed4e-4375-8d26-32bc19de6274 · outbound

This paper cites role": "user.

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition role": "user

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:01:40.615378Z

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.

Pith citing papers

Observation b4b295d5-5ee6-4bd4-9d36-e64715d0856e · inbound

A Simple Method to Enhance Pre-trained Language Models with Speech Tokens for Classification cites this paper.

A Simple Method to Enhance Pre-trained Language Models with Speech Tokens for Classification EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:48:45.965142Z

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 a30cd5cf-f01a-4bef-a6a5-42185b6b7e27 · inbound

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis cites this paper.

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:49:52.017420Z

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 a546dc66-a3a6-4edb-b707-b4e3929b3445 · inbound

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis cites this paper.

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T10:26:25.288372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.