Paper Citation Record · LEDGER

Towards Operational Conversational Intelligence: A Speech Intelligence Framework

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.24958.

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

pith.paper-citation-record.v1
2607.24958 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T04:58:41.538734Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4510e381-acce-40f3-ae98-5a168c65fab1 · outbound

This paper cites Body-worn cameras in law enforcement agencies, 2016,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Body-worn cameras in law enforcement agencies, 2016,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.302688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda75e96-8192-4d2c-aeeb-165db58da86d · outbound

This paper cites Video data analysis and police body-worn camera footage,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Video data analysis and police body-worn camera footage,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.314241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b71c0b15-0c22-4a1c-a8eb-fbabd4e99953 · outbound

This paper cites Video data analysis and police body-worn camera footage,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Video data analysis and police body-worn camera footage,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.319862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c24f1d-d31b-4a89-9c85-00f50f64f751 · outbound

This paper cites An investigation into the reliability of speaker recognition schemes: Analysing the impact of environmental factors utilising deep learning techniques,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework An investigation into the reliability of speaker recognition schemes: Analysing the impact of environmental factors utilising deep learning techniques,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.325522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64679ce2-890a-4713-ba31-101eddee0b22 · outbound

This paper cites Physical task stress and speaker variability in voice quality,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Physical task stress and speaker variability in voice quality,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.330917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20a1f1ed-db65-4881-ae2f-0ea6b17e66aa · outbound

This paper cites Impact of overlapping speech detection on speaker diarization for broadcast news and debates,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Impact of overlapping speech detection on speaker diarization for broadcast news and debates,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.337288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3afa6fb3-9bd2-44a6-96c5-a7edd137f9ff · outbound

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

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Robust Speech Recognition via Large-Scale Weak Supervision

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.343197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ffebcee-a083-465c-b668-4b9316d0cfd0 · outbound

This paper cites Whisperx: Time-accurate speech transcription of long-form audio,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Whisperx: Time-accurate speech transcription of long-form audio,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.349031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5835671d-875b-4b65-809b-ffc25074774b · outbound

This paper cites pyannote.audio: Neural building blocks for speaker diarization,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework pyannote.audio: Neural building blocks for speaker diarization,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.354624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d45766a-072a-4bf8-b30a-80ab245e71df · outbound

This paper cites Multi-scale speaker diarization with dynamic scale weighting,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Multi-scale speaker diarization with dynamic scale weighting,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.361243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd036023-01ca-4829-b6b3-dcd0c2fba75e · outbound

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

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Librispeech: An asr corpus based on public domain audio books,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.379864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2ec713-285f-48ca-9a93-fbd72495be65 · outbound

This paper cites The ami meeting corpus: A pre-announcement,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework The ami meeting corpus: A pre-announcement,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.400879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42502f27-bc8d-4942-b193-92203339f43b · outbound

This paper cites Callhome american english speech,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Callhome american english speech,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.406252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 367b3fa5-97ba-403d-a1a6-754c9d292b47 · outbound

This paper cites Spot the conversation: Speaker diarisation in the wild,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Spot the conversation: Speaker diarisation in the wild,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.412602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11e11eb-477c-4062-a6b1-021dd2f1eebe · outbound

This paper cites Aishell-4: An open source dataset for speech enhancement, separation, recognition and speaker diarization in conference scenario,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Aishell-4: An open source dataset for speech enhancement, separation, recognition and speaker diarization in conference scenario,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.417949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65cf3f34-bfe6-437a-8efe-20e72b7db3d5 · outbound

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

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Iemocap: Interactive emotional dyadic motion capture database,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.422912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39644239-3dee-4c24-99b8-5dd2e0bba7e6 · outbound

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

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.428792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9548a547-bf72-435e-926a-116f21a265f9 · outbound

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

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Meld: A multimodal multi-party dataset for emotion recognition in conversations,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.434198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e39dba-2b5e-489e-8ed4-1e221bad49d9 · outbound

This paper cites Body-worn camera video releases,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Body-worn camera video releases,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.439182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e1c7020-b163-4a29-a598-1a1abed2eb77 · outbound

This paper cites Deepfilternet: A low complexity speech enhancement framework for full-band audio based on deep filtering,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Deepfilternet: A low complexity speech enhancement framework for full-band audio based on deep filtering,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.445906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e04b4b77-0f9d-4c66-93f9-665f9f92ba1c · outbound

This paper cites Titanet: Neural model for speaker representation with 1d depth-wise separable convolutions and global context,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Titanet: Neural model for speaker representation with 1d depth-wise separable convolutions and global context,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.450551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6355a36e-80ef-4067-a838-4bb1fd7ea98d · outbound

This paper cites X-vectors: Robust dnn embeddings for speaker recognition,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework X-vectors: Robust dnn embeddings for speaker recognition,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.455938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5c1f010-5c95-4848-afc5-223ac00b27ec · outbound

This paper cites Recommendation itu-r bs.1770-4: Algorithms to measure audio programme loudness and true-peak audio level,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Recommendation itu-r bs.1770-4: Algorithms to measure audio programme loudness and true-peak audio level,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.461146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e9def6-cff3-4a48-9c69-9c76ff3e47d2 · outbound

This paper cites Diarizationlm: Speaker diarization post-processing with large language models,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Diarizationlm: Speaker diarization post-processing with large language models,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.466629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a71a34d6-2990-4c67-b139-9ae4bbb4992a · outbound

This paper cites Enhancing speaker diarization with large language models: A contextual beam search approach,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Enhancing speaker diarization with large language models: A contextual beam search approach,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.473179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb6de70-4a66-438d-bbef-ea6fe96ae56e · outbound

This paper cites The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.478811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a38aaa-88b7-43a7-99ae-995f753a9f92 · outbound

This paper cites Multi-view self-attention based transformer for speaker recognition,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Multi-view self-attention based transformer for speaker recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.484817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b379c44-c05a-4605-9309-2d30dc137147 · outbound

This paper cites Ad- vancing speaker embedding learning: Wespeaker toolkit for research and production,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Ad- vancing speaker embedding learning: Wespeaker toolkit for research and production,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.489860Z

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Unavailable: canonical work link unavailable.

Observation 7c8d11fe-d88a-497b-9ca5-0eebf558a76b · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Arcface: Additive angular margin loss for deep face recognition,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.494746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70367b78-c0bc-4ba8-b90f-92baa71c5aaa · outbound

This paper cites Facenet: A unified embedding for face recognition and clustering,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Facenet: A unified embedding for face recognition and clustering,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.502200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f539c00f-b479-4742-8b26-50319ead0d03 · outbound

This paper cites A discriminative feature learning approach for deep face recognition,.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework A discriminative feature learning approach for deep face recognition,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.507943Z

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Unavailable: canonical work link unavailable.

Observation 6b815c2b-1543-44a1-8c26-ec5f80a50b6a · outbound

This paper cites an unresolved cited work.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.513115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c266c75-8ca0-428d-a693-6eef971d9410 · outbound

This paper cites an unresolved cited work.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.519281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 682ff1bf-6177-4cf3-89ea-db30d6dcac97 · outbound

This paper cites an unresolved cited work.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.525060Z

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Unavailable: canonical work link unavailable.

Observation b9139a87-05ee-46b7-90e3-a9e1dd95c850 · outbound

This paper cites an unresolved cited work.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.531855Z

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Unavailable: canonical work link unavailable.

Observation 2fd917c3-3ced-428f-81fd-ce7abea91f76 · outbound

This paper cites Full DeepFilterNet pipeline.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Full DeepFilterNet pipeline

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.538734Z

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Unavailable: canonical work link unavailable.

Observation 988af0dc-5de1-42cf-9c1e-76b59e5a0d16 · outbound

This paper cites Available: https://bjs.ojp.gov/content/pub/pdf/bwclea16.pdf.

Towards Operational Conversational Intelligence: A Speech Intelligence Framework Available: https://bjs.ojp.gov/content/pub/pdf/bwclea16.pdf

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-07-31T04:58:41.308952Z

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Pith citing papers

No inbound Pith citation observations are available.