Paper Citation Record · LEDGER

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.11344.

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

pith.paper-citation-record.v1
2506.11344 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:15:57.190957Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

27 of 27 outbound references displayed

verified exact11
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19df71af-a646-453d-bd7f-104a648e1906 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T04:15:58.149537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 993142f4-f037-4220-971b-ab252f940ef2 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:16:00.034386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ed8ae07-b441-4f7b-a5b7-57f8936c76ed · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:54.918846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb01b61f-fd41-4c8f-b598-28dd8044266e · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T04:15:57.993991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c994171b-17d3-42ab-91b2-5f4411e4ea5f · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:55.109864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17be4d74-41e8-4f01-844a-18642bdeb42d · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T04:15:57.861434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a1ed1b1b-f3e6-4de4-bb21-50ba6b6d63de · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:15:59.800209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ace6baef-267f-4a29-ace1-3d71ad5e36f5 · outbound

This paper cites Chafe, Charles Meyer, and Sandra A.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Chafe, Charles Meyer, and Sandra A

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T04:15:57.690637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e03906e-358a-43e6-a2ed-311dbcc09d67 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-07T04:15:57.520517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e835360-9bfd-41d2-a04c-660acea1262a · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:55.551726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79edbcff-71b0-45fd-9ae9-ec794a32c25b · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:55.634299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f28ec8-925f-4801-b71f-28a3d2e7124b · outbound

This paper cites Partially Observed Discrete-Time Risk-Sensitive Mean Field Games.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Partially Observed Discrete-Time Risk-Sensitive Mean Field Games

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:55.779217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf6fa3a-dd23-4e8f-b5a0-d3ce690a832f · outbound

This paper cites Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:15:59.267143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a449894-0fcb-4aea-80f3-7b42929f58de · outbound

This paper cites TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:55.984530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de9f800-773f-4349-84b4-e4badef5a1ff · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:56.124519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080148ad-84de-4e4a-a935-70bdf49bc317 · outbound

This paper cites Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:15:59.038611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3942f902-e29f-430b-82eb-ffb37e5f278b · outbound

This paper cites Multi-scale Speaker Diarization with Dynamic Scale Weighting.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Multi-scale Speaker Diarization with Dynamic Scale Weighting

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:15:58.855167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af58f791-1946-4fc6-ae89-d2669e4cb1e4 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T04:15:57.370849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 301c54e8-c851-4259-9ddd-bfd8ba67088e · outbound

This paper cites Pedregosa, G.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Pedregosa, G

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:56.524243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f58fe505-57b4-4c36-866e-44a38872b049 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:15:59.558334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5092846e-ce14-438f-b405-42cea1176d02 · outbound

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

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Robust Speech Recognition via Large-Scale Weak Supervision

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:56.689663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b064a4f8-1330-442d-a145-63034f2a7c02 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:56.769223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d5c565-14c0-4f84-9a26-578fc0102d5e · outbound

This paper cites Joint Speech Recognition and Speaker Diarization via Sequence Transduction.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Joint Speech Recognition and Speaker Diarization via Sequence Transduction

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:56.818718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c3e1fbd-692c-4af9-b0eb-b9c200824229 · outbound

This paper cites an unresolved cited work.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:56.910787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb8a8c06-2f04-4733-acc7-4a8a7c0ad7f4 · outbound

This paper cites TOLD: A Novel Two-Stage Overlap-Aware Framework for Speaker Diarization.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models TOLD: A Novel Two-Stage Overlap-Aware Framework for Speaker Diarization

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:15:58.644634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad09241f-898f-46c1-984a-091958cd9c27 · outbound

This paper cites Speaker Diarization with LSTM.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models Speaker Diarization with LSTM

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:15:58.310770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a53b12da-abca-4030-807c-aecd224d6911 · outbound

This paper cites DiarizationLM: Speaker Diarization Post-Processing with Large Language Models.

Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models DiarizationLM: Speaker Diarization Post-Processing with Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:57.190957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.