Paper Citation Record · LEDGER

Dual Information Speech Language Models for Emotional Conversations

As of 7 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2508.08095.

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

pith.paper-citation-record.v1
2508.08095 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:45:24.518469Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy20
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 023b16f8-f232-4b6d-ac52-531636f62c4d · outbound

This paper cites Towards emotional support dialog systems,.

Dual Information Speech Language Models for Emotional Conversations Towards emotional support dialog systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:27.983267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2fd5faf8-77f0-42b6-8ed4-1c4347e2aeef · outbound

This paper cites Advancing large language models to capture varied speaking styles and respond properly in spoken conversations,.

Dual Information Speech Language Models for Emotional Conversations Advancing large language models to capture varied speaking styles and respond properly in spoken conversations,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:27.811857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 29000374-5301-4476-85e3-3b00a296f15a · outbound

This paper cites Paralinguistics-enhanced large language modeling of spoken dialogue,.

Dual Information Speech Language Models for Emotional Conversations Paralinguistics-enhanced large language modeling of spoken dialogue,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:27.610817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f70ed20d-683a-4069-ad05-ac7c5be8df1e · outbound

This paper cites E-chat: Emotion-sensitive Spoken Dialogue System with Large Language Models.

Dual Information Speech Language Models for Emotional Conversations E-chat: Emotion-sensitive Spoken Dialogue System with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:21.987977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation badd5617-2e54-4ac5-8af2-03674bf846a1 · outbound

This paper cites BLSP-Emo: Towards Empathetic Large Speech-Language Models.

Dual Information Speech Language Models for Emotional Conversations BLSP-Emo: Towards Empathetic Large Speech-Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:22.097811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74403b0a-948f-405d-9850-ed7df164adbb · outbound

This paper cites WavChat: A Survey of Spoken Dialogue Models.

Dual Information Speech Language Models for Emotional Conversations WavChat: A Survey of Spoken Dialogue Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:22.176873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d2b378-e387-440f-bf8f-d280dfba3e0d · outbound

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

Dual Information Speech Language Models for Emotional Conversations Connecting speech encoder and large language model for asr,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:27.433636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d2ab4cb9-f143-45b2-9f74-ba441f2be27a · outbound

This paper cites An Embarrassingly Simple Approach for LLM with Strong ASR Capacity.

Dual Information Speech Language Models for Emotional Conversations An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:22.388008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d916934-dc42-40b7-8b6b-61e984cb33b0 · outbound

This paper cites Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech.

Dual Information Speech Language Models for Emotional Conversations Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:22.464344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0c1c21-a44d-4cc3-a0a5-e04b35f2d39a · outbound

This paper cites Prefix-tuning: Optimizing continuous prompts for generation,.

Dual Information Speech Language Models for Emotional Conversations Prefix-tuning: Optimizing continuous prompts for generation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:27.247680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 39842294-ec26-4b48-8cdf-8fabd6c0fd86 · outbound

This paper cites AudioChatLlama: Towards general-purpose speech abilities for LLMs,.

Dual Information Speech Language Models for Emotional Conversations AudioChatLlama: Towards general-purpose speech abilities for LLMs,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:27.053593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 246a53c1-09e4-4d34-81bb-321ee383cd53 · outbound

This paper cites P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks.

Dual Information Speech Language Models for Emotional Conversations P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:22.786563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306c0a74-e426-4272-bc5d-06735aedee23 · outbound

This paper cites Secap: Speech emotion captioning with large language model,.

Dual Information Speech Language Models for Emotional Conversations Secap: Speech emotion captioning with large language model,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:26.886740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 568692f7-dfc3-4e27-bbe4-b75835cd4477 · outbound

This paper cites Stylecap: Automatic speaking-style captioning from speech based on speech and language self-supervised learning models,.

Dual Information Speech Language Models for Emotional Conversations Stylecap: Automatic speaking-style captioning from speech based on speech and language self-supervised learning models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:26.754260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 793548fc-4a4c-4de7-adc4-683ce4ac6629 · outbound

This paper cites Qwen2-Audio Technical Report.

Dual Information Speech Language Models for Emotional Conversations Qwen2-Audio Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:23.049151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2b4f50-cebe-4ba4-bbab-19f35d7cb3da · outbound

This paper cites The power of scale for parameter-efficient prompt tuning,.

Dual Information Speech Language Models for Emotional Conversations The power of scale for parameter-efficient prompt tuning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:26.587093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 24400545-1282-4060-8997-d2d214ffb384 · outbound

This paper cites Multitask prompt tuning enables parameter-efficient transfer learning,.

Dual Information Speech Language Models for Emotional Conversations Multitask prompt tuning enables parameter-efficient transfer learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:26.462844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 85ab5a0e-da1e-4863-ad51-c46e1ef307ec · outbound

This paper cites Factor-conditioned speaking-style captioning,.

Dual Information Speech Language Models for Emotional Conversations Factor-conditioned speaking-style captioning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:26.321953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 96c53e59-f4c2-476b-9bf5-9215af47b2d4 · outbound

This paper cites Developing instruction-following speech language model without speech instruction-tuning data,.

Dual Information Speech Language Models for Emotional Conversations Developing instruction-following speech language model without speech instruction-tuning data,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:26.159406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 792d39f8-481b-4be4-b504-921685e13154 · outbound

This paper cites Textrolspeech: A text style control speech corpus with codec language text-to-speech models,.

Dual Information Speech Language Models for Emotional Conversations Textrolspeech: A text style control speech corpus with codec language text-to-speech models,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:25.993215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b1b77b22-0a61-443a-86fe-d66d95a2aff7 · outbound

This paper cites MELD: A multimodal multi-party dataset for emotion recognition in conversations,.

Dual Information Speech Language Models for Emotional Conversations MELD: A multimodal multi-party dataset for emotion recognition in conversations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:25.831124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58755def-fe82-4cd1-8e3a-6cf3c55178e0 · outbound

This paper cites Dailytalk: Spoken dialogue dataset for conversational text-to-speech,.

Dual Information Speech Language Models for Emotional Conversations Dailytalk: Spoken dialogue dataset for conversational text-to-speech,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:25.642640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c7f7120f-e0e7-4d47-8b88-15967f768e76 · outbound

This paper cites DailyDialog: A manually labelled multi-turn dialogue dataset,.

Dual Information Speech Language Models for Emotional Conversations DailyDialog: A manually labelled multi-turn dialogue dataset,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:25.465767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 60e45a49-bb4c-47c9-8812-24061e498963 · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

Dual Information Speech Language Models for Emotional Conversations LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:23.907075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0e96f7-a40c-4f96-8799-3a84dff6ff16 · outbound

This paper cites Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought.

Dual Information Speech Language Models for Emotional Conversations Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:23.985849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5f62a89-62e8-4483-8378-ed1b28e34d37 · outbound

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

Dual Information Speech Language Models for Emotional Conversations Robust speech recognition via large-scale weak supervision,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:25.302036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 00ad5a76-e8d1-46c8-be3b-6931aa7534a1 · outbound

This paper cites Qwen2.5: A party of foundation models,.

Dual Information Speech Language Models for Emotional Conversations Qwen2.5: A party of foundation models,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:25.140468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d8edb898-90d4-4542-a7b3-47ce4f314b6d · outbound

This paper cites The Llama 3 Herd of Models.

Dual Information Speech Language Models for Emotional Conversations The Llama 3 Herd of Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:24.267806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa7f6e5-f4eb-4bef-a256-8e1a53b5d506 · outbound

This paper cites emotion2vec: Self-supervised pre-training for speech emotion representation,.

Dual Information Speech Language Models for Emotional Conversations emotion2vec: Self-supervised pre-training for speech emotion representation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:24.959395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0fef669a-c530-4ed1-be1b-4252f2184801 · outbound

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

Dual Information Speech Language Models for Emotional Conversations Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:24.447487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb68982-cf30-4234-a071-0e15d3246bf2 · outbound

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

Dual Information Speech Language Models for Emotional Conversations SALMONN: Towards generic hearing abilities for large language models,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:24.772470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.