Paper Citation Record · LEDGER

Joint ASR and Speaker Role Tagging with Serialized Output Training

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.10349.

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

pith.paper-citation-record.v1
2506.10349 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:32:30.776033Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

30 of 30 outbound references displayed

verified exact2
verified fuzzy13
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a56eb7fb-e67d-4b8a-ba72-b8af49fc8c6e · outbound

This paper cites End-to-end speech recognition: A survey,.

Joint ASR and Speaker Role Tagging with Serialized Output Training End-to-end speech recognition: A survey,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.220372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a499c853-59cd-44d6-95fc-4aa43855ff14 · outbound

This paper cites A review of speaker diarization: Recent advances with deep learning,.

Joint ASR and Speaker Role Tagging with Serialized Output Training A review of speaker diarization: Recent advances with deep learning,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:27.749181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6aa7b7a-10db-4bbd-a7ea-4ac0cfda46f3 · outbound

This paper cites Joint vs sequential speaker- role detection and automatic speech recognition for air-traffic control,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Joint vs sequential speaker- role detection and automatic speech recognition for air-traffic control,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.201669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9b4c47a-ad4d-405a-b808-72a72c24843f · outbound

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

Joint ASR and Speaker Role Tagging with Serialized Output Training Joint Speech Recognition and Speaker Diarization via Sequence Transduction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:27.969261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e40b0a-8d3b-402b-a795-1c6e9919c25c · outbound

This paper cites One model to rule them all? towards end-to-end joint speaker diarization and speech recognition,.

Joint ASR and Speaker Role Tagging with Serialized Output Training One model to rule them all? towards end-to-end joint speaker diarization and speech recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.191045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df57b59b-7deb-4786-a949-d47497047a53 · outbound

This paper cites Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems.

Joint ASR and Speaker Role Tagging with Serialized Output Training Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:28.219916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a4f7d2-0faa-4bff-8e09-ef6eadc0959e · outbound

This paper cites Serialized Output Training for End-to-End Overlapped Speech Recognition.

Joint ASR and Speaker Role Tagging with Serialized Output Training Serialized Output Training for End-to-End Overlapped Speech Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:28.346093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02be410a-d15b-4189-acfc-7e06fdf39b44 · outbound

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

Joint ASR and Speaker Role Tagging with Serialized Output Training Robust speech recognition via large-scale weak supervi- sion,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:28.501651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 037f3b84-3a70-477b-82b3-41105d6fdbd0 · outbound

This paper cites Large Language Models based ASR Error Correction for Child Conversations.

Joint ASR and Speaker Role Tagging with Serialized Output Training Large Language Models based ASR Error Correction for Child Conversations

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:32:31.149009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c398d687-7946-4a49-88de-b288647c4b63 · outbound

This paper cites Whislu: End-to-end spoken language under- standing with whisper,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Whislu: End-to-end spoken language under- standing with whisper,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.174849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1590c83d-fced-4424-82f2-2587dd72ea34 · outbound

This paper cites Attention is all you need,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Attention is all you need,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:28.862742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd031743-beb8-4c7e-ae96-72d9ab3117c5 · outbound

This paper cites Directional speech recognition for speaker disambiguation and cross- talk suppression,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Directional speech recognition for speaker disambiguation and cross- talk suppression,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.158696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f85097fe-00ee-45bf-aa30-c361fc1584e9 · outbound

This paper cites Agadir: Towards array-geometry agnostic directional speech recognition,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Agadir: Towards array-geometry agnostic directional speech recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.148804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a856c219-40db-438d-b3ae-ed6df1be813d · outbound

This paper cites Directional source separation for robust speech recognition on smart glasses,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Directional source separation for robust speech recognition on smart glasses,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.138485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09ba88e8-626d-4d8d-8e53-1a54f04deab1 · outbound

This paper cites Streaming Multi-Talker ASR with Token-Level Serialized Output Training.

Joint ASR and Speaker Role Tagging with Serialized Output Training Streaming Multi-Talker ASR with Token-Level Serialized Output Training

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:29.388286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f2ff60-b511-4cd0-b851-ba330a7c4caa · outbound

This paper cites Bertraffic: Bert-based joint speaker role and speaker change detection for air traffic control com- munications,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Bertraffic: Bert-based joint speaker role and speaker change detection for air traffic control com- munications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.126102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22877d80-cfea-492a-94bf-01c534ad243c · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:29.676078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c32fc3-2a65-47b7-ba7d-e6d474f1b1c4 · outbound

This paper cites Who said what wsw 2.0? enhanced automated analysis of preschool classroom speech,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Who said what wsw 2.0? enhanced automated analysis of preschool classroom speech,

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:32:31.012212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d38ee8c-7cfe-404d-86ed-04b746ea24ed · outbound

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

Joint ASR and Speaker Role Tagging with Serialized Output Training wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:29.844757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b44b5da-5781-4bf6-a0fe-b697476cb03e · outbound

This paper cites Exploring speech foundation models for speaker diariza- tion in child-adult dyadic interactions,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Exploring speech foundation models for speaker diariza- tion in child-adult dyadic interactions,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:32.023994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6e47252-1fb9-4101-80f5-121cfbd47230 · outbound

This paper cites Data efficient child-adult speaker diarization with simulated conversations,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Data efficient child-adult speaker diarization with simulated conversations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:31.877891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65de492a-1c5c-4f55-874d-43f4866d19d2 · outbound

This paper cites Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits.

Joint ASR and Speaker Role Tagging with Serialized Output Training Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.081659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74354199-cc9d-4234-8519-b698d0098208 · outbound

This paper cites The chime-8 mmcsg chal- lenge: Multi-modal conversations in smart glasses,.

Joint ASR and Speaker Role Tagging with Serialized Output Training The chime-8 mmcsg chal- lenge: Multi-modal conversations in smart glasses,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:31.637652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97d95895-7355-4b31-83b6-d50e6d76d3c4 · outbound

This paper cites XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.

Joint ASR and Speaker Role Tagging with Serialized Output Training XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.227311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2271d5a-ea78-494c-9b26-a5c82d23040f · outbound

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

Joint ASR and Speaker Role Tagging with Serialized Output Training Wavlm: Large-scale self-supervised pre- training for full stack speech processing,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.318273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8de2a0e-6168-4d88-ab94-a6a625aaacae · outbound

This paper cites SUPERB: Speech processing Universal PERformance Benchmark.

Joint ASR and Speaker Role Tagging with Serialized Output Training SUPERB: Speech processing Universal PERformance Benchmark

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.437423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 353ba2e7-ac54-4706-b7d4-d03b74d90228 · outbound

This paper cites Playlogue: Dataset and benchmarks for analyzing adult- child conversations during play,.

Joint ASR and Speaker Role Tagging with Serialized Output Training Playlogue: Dataset and benchmarks for analyzing adult- child conversations during play,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:31.412456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ddb2afe-44ea-4564-848f-49f535c1b8ef · outbound

This paper cites The talkbank project,.

Joint ASR and Speaker Role Tagging with Serialized Output Training The talkbank project,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:32:31.273720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c41ea32-f349-4914-95bf-a58fa6aec58b · outbound

This paper cites NeMo: a toolkit for building AI applications using Neural Modules.

Joint ASR and Speaker Role Tagging with Serialized Output Training NeMo: a toolkit for building AI applications using Neural Modules

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.682646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 455c2cf4-d61f-4173-84a1-f0b760fedc38 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Joint ASR and Speaker Role Tagging with Serialized Output Training HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.776033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.