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Paper Citation Record · LEDGER

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset

As of 15 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2505.19978.

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

pith.paper-citation-record.v1
2505.19978 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:09:17.917163Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T06:59:35.258176Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact0
  • verified fuzzy34
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1360fef1-4093-4df7-a7fe-2ce753ffff14 · outbound

This paper cites Phi-4 Technical Report.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Phi-4 Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:11.764749Z digest=sha256:c1846ca94cbe2416032924c62d45913dc8908b56b7f6237abaf60f822a7a5019

Observation e68a2899-a994-4d0a-a3f5-1df6f94cfb16 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:11.857945Z digest=sha256:9a25c3c6f574ab7b7eaf89416cb1a3c0e30b8f748ea0856fd5b9c39ad2c996a0

Observation 2e349aba-a190-40b1-9015-97e924ca7ed4 · outbound

This paper cites GPT-4 Technical Report.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset GPT-4 Technical Report

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:11.985785Z digest=sha256:aa3eb273abdfe25459ae1da75833b3b9d5845511caaa7646f61c5d1c6f5cead6

Observation cfe91b68-098a-4b67-bc65-6aab87b01e71 · outbound

This paper cites Sd-eval: A benchmark dataset for spoken dialogue understanding beyond words.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Sd-eval: A benchmark dataset for spoken dialogue understanding beyond words

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:27.137963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:12.106842Z digest=sha256:a56db60f2432c0fb182b138ce795041505e00a5d560118e77b64530f4182d704

Observation d7d80c69-c3f8-466f-be26-f6e43c8daf34 · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset wav2vec 2.0: A framework for self-supervised learning of speech representations

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:12.317889Z digest=sha256:c682d9b4ccc8dbebd3d41fa6e3ffbb22ccb574fe27418d63f1a7ccba780c80c5

Observation 9a9ce9ae-f8ef-46d7-b35c-d913d8d7f1d7 · outbound

This paper cites Qwen Technical Report.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Qwen Technical Report

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:12.448640Z digest=sha256:74bc5af86a9af47ff98babed5264a9b5cb25ea5f1432edf5f035500268c0abf6

Observation 6f955de4-0b77-4b80-b2ea-85277d5850c1 · outbound

This paper cites Language models are few-shot learners.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Language models are few-shot learners

Reference 7

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no resolver link, observed 2026-08-07T14:09:12.546074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:12.546074Z digest=sha256:1fa775c99f9c16c559c8df7758d9c28ac91fa548406f0a982bf1a55f8a1bba08

Observation 47a73d2d-d6a1-4181-84bb-7ff230ab8f4e · outbound

This paper cites Concreteness ratings for 40 thousand generally known english word lemmas.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Concreteness ratings for 40 thousand generally known english word lemmas

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:26.846819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:12.678845Z digest=sha256:efdacb7ba0501bdab8199faacbb0766bd33259db5bbd4c5cc6c98f77347b5e16

Observation d39a4552-7a84-4051-8655-94773c962ddd · outbound

This paper cites MultiWOZ - a large-scale multi-domain Wizard-of-Oz 10 dataset for task-oriented dialogue modelling.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset MultiWOZ - a large-scale multi-domain Wizard-of-Oz 10 dataset for task-oriented dialogue modelling

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:26.554993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:12.777533Z digest=sha256:c2a90c464ba3a20d939a3d4e1ed0d4e7b5f069e8609c4f9f0557ba0f69a91965

Observation 6b33e38a-4e64-4492-8e4a-8a9251f1f1bc · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Iemocap: Interactive emotional dyadic motion capture database

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:12.897767Z digest=sha256:1b833a9263ef5046f6097ab0b81fc11153627dd11404fbaedf8e6141c9b3bd36

Observation 0bf86c33-147c-4841-8c92-635478940c87 · outbound

This paper cites Xtts: a massively multilingual zero-shot text-to-speech model.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Xtts: a massively multilingual zero-shot text-to-speech model

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:26.218036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:13.029314Z digest=sha256:d25165638a19bfbab1573531795e8330c3dc03d0a55606b289cd7fa9733f5ce2

Observation 635c61b5-3d5a-4547-bfe5-12b421cf344b · outbound

This paper cites Action-based conversations dataset: A corpus for building more in-depth task-oriented dialogue systems.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Action-based conversations dataset: A corpus for building more in-depth task-oriented dialogue systems

Reference 12

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raw_fallback, observed 2026-08-07T14:09:25.953485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:13.122204Z digest=sha256:2209af31b0d60e841a484552ade57e43517db9a4917b76c3b531022d7ff93fd6

Observation a335e1d0-8dd2-4177-9a9a-9df337521cc5 · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Wavlm: Large-scale self-supervised pre- training for full stack speech processing

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:13.242355Z digest=sha256:daae5859aa1646703ff0aa41e7593b463efdd9e4dfcc2957f057eef2ba5fa0ac

Observation cc88514d-0eb2-4578-8883-d3bf4ffbe5fd · outbound

This paper cites Chatbot arena: An open platform for evaluating llms by human preference.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Chatbot arena: An open platform for evaluating llms by human preference

Reference 14

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no resolver link, observed 2026-08-07T14:09:13.395659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:13.395659Z digest=sha256:a0d40e0602b8479af441443a3507b86fd05ed8bc18045466de0e2a69ce664e6f

Observation 17a1e3e9-e0f8-411b-bb26-a139f427a0f2 · outbound

This paper cites Towards Multimodal Emotional Support Conversation Systems.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Towards Multimodal Emotional Support Conversation Systems

Reference 15

Resolution
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no resolver link, observed 2026-08-07T14:09:13.593491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:13.593491Z digest=sha256:1e66999eacd5b43cc2bc06eaf0747e280a36c55a02cba95f98c91bdb3b200bc9

Observation b9fb4e5a-3b69-4192-bc50-75b2f995673f · outbound

This paper cites Command A: An Enterprise-Ready Large Language Model.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Command A: An Enterprise-Ready Large Language Model

Reference 16

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no resolver link, observed 2026-08-07T14:09:13.765501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:13.765501Z digest=sha256:857d4ba55564e43649cece957e331faf8964e7c4d5de08d126b0804866022d71

Observation b064822d-02d1-4325-bae0-09c9af57f461 · outbound

This paper cites Key-value retrieval networks for task-oriented dialogue.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Key-value retrieval networks for task-oriented dialogue

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:25.562986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:13.858887Z digest=sha256:c283681983eab59c78f025a03d21e3b401cc29c59b29d90f17d546f68ef44814

Observation 52714835-3b2e-479a-ac6a-be739dcaeb13 · outbound

This paper cites The equivalence of weighted kappa and the intraclass correlation coefficient as measures of reliability.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset The equivalence of weighted kappa and the intraclass correlation coefficient as measures of reliability

Reference 18

Resolution
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raw_fallback, observed 2026-08-07T14:09:25.293654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:13.950065Z digest=sha256:3e835390174facafb9acf6fc1eaf8024ee1570b354f926ce745b8242deb23e5e

Observation 0a4678bc-d114-43e9-8208-0777dc4ae267 · outbound

This paper cites Gemini 2.0 flash, 2025.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Gemini 2.0 flash, 2025

Reference 19

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raw_fallback, observed 2026-08-07T14:09:25.010816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:14.050791Z digest=sha256:42880dd048b8fb2121ac4b8fe69f088c90d4888475fd64d3ee693ba03e1ffffc

Observation 22807ca6-c952-4d80-b2b4-6f5fcdcfa88f · outbound

This paper cites Gemini 2.5 flash preview, 2025.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Gemini 2.5 flash preview, 2025

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-07T14:09:24.787091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:14.136665Z digest=sha256:3ffe0c67442e0bff156c0bb1d8e2ae9ffbad7a11222474b4bb39b6ae90c027f0

Observation f33ac129-66c8-406d-8d76-e2530b799f87 · outbound

This paper cites Gemini 2.5 pro preview, 2025.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Gemini 2.5 pro preview, 2025

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-07T14:09:24.496300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:14.262164Z digest=sha256:6e8df443096aea0b7da5f14f842ce0d893f5009606f7b15f168f695c0f05a02e

Observation 1671db5c-f7ba-4dce-8775-821cd3c41c4a · outbound

This paper cites The Llama 3 Herd of Models.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset The Llama 3 Herd of Models

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:14.353799Z digest=sha256:e9dbc8006b7dfbea5fed855e5a18c5834f123d1315791d011097d883f65882e4

Observation da9260e2-f214-4b88-8d5a-8557ca8d5dd9 · outbound

This paper cites Williams.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Williams

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:14.476399Z digest=sha256:e87fae76758db980faba4f74a4620b2f38922e2e945d788700e063078a3c88d4

Observation 0c2c5b0e-42d0-438e-8b56-1e15cf37ca4a · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Hubert: Self-supervised speech representation learning by masked prediction of hidden units

Reference 24

Resolution
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raw_fallback, observed 2026-08-07T14:09:23.993744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:14.596169Z digest=sha256:ee63e025b37cae6747ed8dd2c3e1e5de8f66e9b365dd9b7a999bcb716fd18b88

Observation 187ddcf6-49bd-4689-8411-ceedeba22d9f · outbound

This paper cites GPT-4o System Card.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset GPT-4o System Card

Reference 25

Resolution
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no resolver link, observed 2026-08-07T14:09:14.734208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:14.734208Z digest=sha256:e07b92c8092a31a65bbc17d697b15c628057a0fe9b4d6529b366551539eb9f14

Observation 786d48ed-2a0f-4edc-9d79-8237525fced0 · outbound

This paper cites Benchmarking representations for speech, music, and acoustic events.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Benchmarking representations for speech, music, and acoustic events

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:23.785333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:14.857235Z digest=sha256:4bc21024c426886f5ad7383730b0cf7dd9b81c18b11ddb9c3bdbd95a3012055a

Observation 5fad3ad5-a96e-4560-af51-8d6392320129 · outbound

This paper cites Llms get lost in multi-turn conversation, 2025.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Llms get lost in multi-turn conversation, 2025

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:23.496032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.020964Z digest=sha256:024699d3316df7c919a85bf65cae3576500f43d1181e8a5825e7eac5b4e31634

Observation 38d82fbb-1c4d-4354-a5c9-a7ca1afd78a1 · outbound

This paper cites Orpheus-3b-0.1-ft: A multilingual text-to-speech model.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Orpheus-3b-0.1-ft: A multilingual text-to-speech model

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:23.334489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.123933Z digest=sha256:b98dfd860d9b9896e0823086ea1acb04a8f3cda4e1800ee8042c12015e0730be

Observation b92bd2f0-0ac4-49c3-b4cb-f90b9218a733 · outbound

This paper cites Dailytalk: Spoken dialogue dataset for conver- sational text-to-speech.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Dailytalk: Spoken dialogue dataset for conver- sational text-to-speech

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:23.143097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.200534Z digest=sha256:c19cb02da219236a09d1a4793dc2be6ced6b93880b44074adc04e08abfe281af

Observation 30d8bdd3-a6c0-48be-94ed-7cb9b00e6b85 · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset DailyDialog: A manually labelled multi-turn dialogue dataset

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:22.898196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.346795Z digest=sha256:c6e84c72f5de7e654667d52034599b6a70f3bd69961e4100dedb33d2cad131d1

Observation 439731d9-2de2-4f22-99d2-f2e26a29b4e5 · outbound

This paper cites Concept understanding in large language models: An empirical study.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Concept understanding in large language models: An empirical study

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:22.699366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.461304Z digest=sha256:e8c894981b10d8be00b9dd815fcbe1cc1e68f73b0584914a2208f963622665de

Observation d05c5d0b-2226-4b06-b623-ad1e8596f2d4 · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Advancing large language models to capture varied speaking styles and respond properly in spoken conversations

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:22.484401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.568005Z digest=sha256:d01b316dc2cd7549f95ef5078441683c6e762f25a0a8b7d8e401ca4b854c7658

Observation 7d8bbe9b-c513-427e-bcad-e7ea85759f94 · outbound

This paper cites The ryerson audio-visual database of emotional speech and song (ravdess): A dynamic, multimodal set of facial and vocal expressions in north american english.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset The ryerson audio-visual database of emotional speech and song (ravdess): A dynamic, multimodal set of facial and vocal expressions in north american english

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:22.248784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.631519Z digest=sha256:5ab0d746ccb74481eca22b089111fefce20c5c735299284ebc4f180cedc8fcb3

Observation ffe18551-ff90-410d-bbdf-f76795ad1a77 · outbound

This paper cites Expresso: A benchmark and analysis of discrete expressive speech resynthesis.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Expresso: A benchmark and analysis of discrete expressive speech resynthesis

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:22.016473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.714947Z digest=sha256:91269e348126c3891dfa97c742c13a0b72e677b4143803f58a8369bc15578818

Observation 2411d293-e593-476c-a152-2d16476da07d · outbound

This paper cites Gpt-4o-mini: Advancing cost-efficient intelligence, 2024.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Gpt-4o-mini: Advancing cost-efficient intelligence, 2024

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:21.771388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.781647Z digest=sha256:04dcaa00acb29971256380a9fc1790d91179a3f4c8fb6dfe8ea5562449cc6cd2

Observation a6ed56cc-9183-4f3e-be39-cee815b4363a · outbound

This paper cites Let’s go real talk: Spoken dialogue model for face-to-face conversation.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Let’s go real talk: Spoken dialogue model for face-to-face conversation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:21.562716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.899943Z digest=sha256:13dd76ee503667ef3be570192dc46e675d4fe0c8abed06aecb0bcfceeada46ab

Observation 1d144571-10f3-4cec-8e25-a828534c921c · outbound

This paper cites The nature of emotions: Human emotions have deep evolutionary roots, a fact that may explain their complexity and provide tools for clinical practice.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset The nature of emotions: Human emotions have deep evolutionary roots, a fact that may explain their complexity and provide tools for clinical practice

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:21.385472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:15.986569Z digest=sha256:5a1bfc5f0d343d12573e9a6ade5055a40b80b9cbbde84708912d3fb779a6975f

Observation dbadef81-eb34-4607-9eab-f43bfe454c18 · outbound

This paper cites Meld: A multimodal multi-party dataset for emotion recognition in conver- sations.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Meld: A multimodal multi-party dataset for emotion recognition in conver- sations

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:21.209315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:16.072791Z digest=sha256:9d8a28729e87176ce7a1d8174f92320cce45f82afcfb46e69b4bf3edbb8685dc

Observation d4913e3f-30d3-4542-aa35-3bca96765785 · outbound

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

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Emotion recognition in conversation: Research challenges, datasets, and recent advances

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:20.900413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:16.196518Z digest=sha256:8c81d50cfb18339564369525f83d25076e295a7b00fdf216c2cd482f5131f34a

Observation 3e4c4e75-6ee0-4aa2-96dd-f3d0ab5c457e · outbound

This paper cites Recipes for building an open- domain chatbot.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Recipes for building an open- domain chatbot

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:20.675675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:16.355303Z digest=sha256:90d56e104440812faccb28082eac2a069b121b8e0f264a90f3269a03cc0ab99e

Observation d897dd04-1ef8-4c1e-bdb2-e8b32a26b3c5 · outbound

This paper cites A circumplex model of affect.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset A circumplex model of affect

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:20.426304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:16.512385Z digest=sha256:4ba26ea3315ed3ca2e75b6c6da0324bfbc00fd580805a446aca5009d0b174c8b

Observation 571fd4a6-5ead-4129-8bb7-b0b22d8f8d6d · outbound

This paper cites Building a Conversational Agent Overnight with Dialogue Self-Play.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Building a Conversational Agent Overnight with Dialogue Self-Play

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:16.618808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:16.618808Z digest=sha256:1f60b3fcdfb7d332c5052aeef6b460e1ffa4a2a9be1728f0cffabf2be30fee0d

Observation 19b2011d-479d-4c90-b5b0-7f284e7e5b3b · outbound

This paper cites Spokenwoz: A large-scale speech-text benchmark for spoken task-oriented dialogue agents.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Spokenwoz: A large-scale speech-text benchmark for spoken task-oriented dialogue agents

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:20.279937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:16.738310Z digest=sha256:c55f4c8e6546e6ef857fe775c8598ffed1bf87efea9e12cb13b55b55f86933f0

Observation 8ca0a767-c80a-4ff4-812c-7e539f32343a · outbound

This paper cites Gemma 3 Technical Report.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Gemma 3 Technical Report

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:16.906554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:16.906554Z digest=sha256:fd884a96cc0b0addea8e932336b19284d9c40132ce63c59fe9c6e975cdc96875

Observation 43d5867c-d0df-4114-8dd3-779a2f100c78 · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset LaMDA: Language Models for Dialog Applications

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:17.010253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:17.010253Z digest=sha256:0dba40de978e7292b54a54ff122acabe3cd28922a9203b23bcc34e64e82866d4

Observation 93d318d5-a128-4dbe-90f1-e7ee4c7cf167 · outbound

This paper cites Dawn of the transformer era in speech emotion recognition: closing the valence gap.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Dawn of the transformer era in speech emotion recognition: closing the valence gap

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:20.067108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:17.121794Z digest=sha256:cbd6551073bc352178fb9b0c66e294ed02d8c16def476f60371c48dda7bacce1

Observation e5e98a62-4d15-4c60-b438-984e4abdb11d · outbound

This paper cites E-chat: Emotion-sensitive spoken dialogue system with large language models.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset E-chat: Emotion-sensitive spoken dialogue system with large language models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:19.796719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:17.262304Z digest=sha256:6330480e25793353161960f13011e32a5868c6f6c326e443cc2e012d369a1117

Observation 94536af6-8551-46bf-83a7-acfd50434741 · outbound

This paper cites Qwen2.5 Technical Report.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Qwen2.5 Technical Report

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:17.397735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:17.397735Z digest=sha256:335f240b0ac2fce97b395755a89d58e769877fa82f209a3804ba286f60657a47

Observation f48da0cf-b54e-4bdb-bcb0-8189110ff230 · outbound

This paper cites Overview of the tenth dialog system technology challenge: Dstc10.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Overview of the tenth dialog system technology challenge: Dstc10

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:19.520207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:17.475011Z digest=sha256:28947f7bf6fe63be9183e04939688d0354f16486a24d3307627bcf7d9536829b

Observation 16ac87ef-d6b1-4c13-8661-3e1fae8c2230 · outbound

This paper cites an unresolved cited work.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:17.556864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:17.556864Z digest=sha256:55787fc4ed9c814a48b504dec2cbfa3e1970a5ee53c31ee2461d5f9c69bf19d0

Observation b6234213-a0df-470d-80c8-bd59fa75ce56 · outbound

This paper cites Have you heard about the new Tesla model?.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Have you heard about the new Tesla model?

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:19.240823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:17.661155Z digest=sha256:200716126bc07924be605404feba850c68c8070c8f7fb0dcefffe895eeb98034

Observation 7c3601f9-6ae9-4b47-a08d-9274ceea4856 · outbound

This paper cites an unresolved cited work.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:19.000186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:17.802582Z digest=sha256:fa3f51c3a8f026a24396180467c5e647c2ac6cf23bbfcdd46edbd9fb2626bd72

Observation cb3bc7f2-73bc-4bae-a671-bfe079d0456e · outbound

This paper cites Angry”, “Surprised.

DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset Angry”, “Surprised

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:18.770786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T14:09:17.917163Z digest=sha256:8c89cadd902fa7a1d5d995a13f147af01715c25ba09fa95b77a69052eab6041f

Pith citing papers

Observation 4c03c341-584d-49d8-96e2-1f86307a08dc · inbound

Conversational Human Audio-visual Talking Dialogue Generation cites this paper.

Conversational Human Audio-visual Talking Dialogue Generation DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-12T06:59:35.258176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:59:35.258176Z digest=sha256:12acb5cc6c0eb570796c99e9fc43f5a0980515ff1b6989357d1bbea547f6b553