Paper Citation Record · LEDGER

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking

As of 4 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2511.22503.

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

pith.paper-citation-record.v1
2511.22503 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:47:56.699537Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:47:56.579355Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

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unresolved33
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External citation measurements

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Outbound references

Observation 93e3398d-6af1-44de-af20-5c5cc903edc8 · outbound

This paper cites Yes, it should leave on Sunday. It should leave after 13:45.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Yes, it should leave on Sunday. It should leave after 13:45

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.574437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8191766c-8e97-48b7-971f-444079033dd9 · outbound

This paper cites Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.579355Z

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Observation 7a376516-fdf0-4938-9555-c8c08bc7e277 · outbound

This paper cites Datasets and metrics We conduct our experiments on two spoken dialogue state track- ing datasets: SpokenWOZ (SW) [9] and Speech-aware MultiWOZ (MW) [18].

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Datasets and metrics We conduct our experiments on two spoken dialogue state track- ing datasets: SpokenWOZ (SW) [9] and Speech-aware MultiWOZ (MW) [18]

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.583676Z

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Observation e80fb12a-fa3a-4f20-b16a-d1472a79c48a · outbound

This paper cites Our method entails augmenting an LLM-based spoken DST model with a text encoder which allows the model to be trained on arbitrary textual DST data.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Our method entails augmenting an LLM-based spoken DST model with a text encoder which allows the model to be trained on arbitrary textual DST data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.588192Z

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Observation cc688e99-edee-4fd0-b82f-4eff88aaf8b0 · outbound

This paper cites DSTC-11: Speech aware task- oriented dialog modeling track,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking DSTC-11: Speech aware task- oriented dialog modeling track,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.592298Z

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Observation 729913ff-8581-4041-94ee-67105f6e3ed1 · outbound

This paper cites Speech-aware multi-domain dialogue state generation with ASR error correction modules,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Speech-aware multi-domain dialogue state generation with ASR error correction modules,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.596164Z

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Observation f52bc99c-842c-4673-8319-63082f96d1d2 · outbound

This paper cites Adapting text-based dialogue state tracker for spoken dialogues,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Adapting text-based dialogue state tracker for spoken dialogues,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.600050Z

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Unavailable: canonical work link unavailable.

Observation c96a3d31-a0b2-422b-b271-0c93d11b6404 · outbound

This paper cites Integrating dialog history into end-to- end spoken language understanding systems,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Integrating dialog history into end-to- end spoken language understanding systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.603712Z

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Unavailable: canonical work link unavailable.

Observation 6a1bbaca-6878-43ed-a9f0-dde826cd7758 · outbound

This paper cites ConvKT: Conversation- Level Knowledge Transfer for Context Aware End-to-End Spo- ken Language Understanding,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking ConvKT: Conversation- Level Knowledge Transfer for Context Aware End-to-End Spo- ken Language Understanding,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.607524Z

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Unavailable: canonical work link unavailable.

Observation 8cbe0a28-a281-4d98-b44a-e0d28b33c170 · outbound

This paper cites Retrieval augmented end-to-end spoken dialog models,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Retrieval augmented end-to-end spoken dialog models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.611698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74226d3f-3d48-49cc-8cf7-6bd93b34931e · outbound

This paper cites Approach- ing Dialogue State Tracking via Aligning Speech Encoders and LLMs,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Approach- ing Dialogue State Tracking via Aligning Speech Encoders and LLMs,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.615348Z

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Observation ca3ae4dc-d23a-40bb-95a1-6c39c6034c51 · outbound

This paper cites LoRA: Low-rank adaptation of large lan- guage models,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking LoRA: Low-rank adaptation of large lan- guage models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.618949Z

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Unavailable: canonical work link unavailable.

Observation 977b009d-aab4-4486-883c-e1e358728880 · outbound

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

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking SpokenWOZ: A large-scale speech- text benchmark for spoken task-oriented dialogue agents,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.623018Z

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Observation ca230d4a-67ab-4cb2-919e-b15c4443630d · outbound

This paper cites TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.626867Z

Source-reported events for the cited work

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Observation 39091302-9338-4671-a2c5-7b3b6c44e8c4 · outbound

This paper cites Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.630991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4d0909-8f26-4439-a94c-a67a634a920e · outbound

This paper cites Improving speech translation by understanding and learning from the auxiliary text translation task,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Improving speech translation by understanding and learning from the auxiliary text translation task,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.635064Z

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Observation df76d3d5-0dfa-4233-97a2-1d288580c019 · outbound

This paper cites MAESTRO: Matched Speech Text Representations through Modality Matching,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking MAESTRO: Matched Speech Text Representations through Modality Matching,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.638813Z

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Observation 5aa1fd84-c75b-4aee-8367-c2713c17aba5 · outbound

This paper cites USTED: Im- proving ASR with a unified speech and text encoder-decoder,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking USTED: Im- proving ASR with a unified speech and text encoder-decoder,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.642577Z

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Observation 8dbb5cfd-5990-4a99-9c4f-3080866bdcd6 · outbound

This paper cites Towards reducing the need for speech train- ing data to build spoken language understanding systems,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Towards reducing the need for speech train- ing data to build spoken language understanding systems,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.646424Z

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Observation 91b06d8f-c045-4361-9b17-b0af15e4e040 · outbound

This paper cites Written Term Detection Im- proves Spoken Term Detection,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Written Term Detection Im- proves Spoken Term Detection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.649965Z

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Observation c4117232-0648-43de-b9f9-49d7cb57a14f · outbound

This paper cites Speechless: Speech Instruction Training Without Speech for Low Resource Languages,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Speechless: Speech Instruction Training Without Speech for Low Resource Languages,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.653977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d770fe73-ab83-42f7-bd3d-29b0372f3bd6 · outbound

This paper cites Speech Aware Dialog System Technology Challenge (DSTC11),.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Speech Aware Dialog System Technology Challenge (DSTC11),

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.657564Z

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Observation fa66c21a-37f9-4a9f-b6ea-0a8f897203d0 · outbound

This paper cites DialogStudio: Towards richest and most diverse unified dataset collection for conversational AI,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking DialogStudio: Towards richest and most diverse unified dataset collection for conversational AI,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.661163Z

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Observation 0ac202f4-4c05-4e55-a687-0f0a01473de3 · outbound

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

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Robust speech recognition via large-scale weak supervision,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.665281Z

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Observation a48a7371-926d-4918-9521-c60f54ea2fb3 · outbound

This paper cites The Fisher corpus: A resource for the next generations of speech- to-text.,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking The Fisher corpus: A resource for the next generations of speech- to-text.,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.669137Z

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Observation ab7c4be8-a18e-42d9-84bb-e5f7eb4fd637 · outbound

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

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Librispeech: An ASR corpus based on public domain audio books,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.672719Z

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Observation 8144f519-cbf8-48b8-b79c-6bfe4a976925 · outbound

This paper cites Common voice: A massively- multilingual speech corpus,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Common voice: A massively- multilingual speech corpus,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.676528Z

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Observation 28a73f5e-a951-4c42-b712-797a4d8e74f2 · outbound

This paper cites V oxpopuli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking V oxpopuli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation,

Reference 28

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Observation fbe8ff7f-da12-4594-ae09-e258b85409d8 · outbound

This paper cites Shades of BLEU, flavours of success: The case of MultiWOZ,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Shades of BLEU, flavours of success: The case of MultiWOZ,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.684140Z

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Observation c312572f-0dd8-4765-97f5-8625c7f25489 · outbound

This paper cites WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.688054Z

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Observation 69f8e056-78f1-4032-a6c6-63446b6538fd · outbound

This paper cites Gemma 3 Technical Report.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Gemma 3 Technical Report

Reference 31

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Observation 74b44d47-de23-45f8-8fa0-d07b3c5bed58 · outbound

This paper cites Olmo: Accelerating the science of language models,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Olmo: Accelerating the science of language models,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.695821Z

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Observation 74b589e6-8322-4669-92a8-9172f333b24f · outbound

This paper cites Decoupled weight decay regularization,.

Joint Speech and Text Training for LLM-Based End-to-End Spoken Dialogue State Tracking Decoupled weight decay regularization,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T19:47:56.699537Z

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Pith citing papers

Observation 8191766c-8e97-48b7-971f-444079033dd9 · inbound