Paper Citation Record · LEDGER

Joint Speech Recognition and Speaker Diarization via Sequence Transduction

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 4 inbound Pith citation observations for arXiv:1907.05337.

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

pith.paper-citation-record.v1
1907.05337 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T00:59:00.525481Z

measured 44 of 44 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:32:27.969261Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-25T01:00:09.574967Z

Reference resolution

40 of 40 outbound references displayed

verified exact3
verified fuzzy31
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df2148e4-efbe-47bf-9f6a-169c1c4e18ba · outbound

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

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Joint Speech Recognition and Speaker Diarization via Sequence Transduction

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-25T01:00:09.578155Z

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 dd1d165d-6cab-4e0b-89f6-5acb1a9381b2 · outbound

This paper cites Problem Formulation and Proposed Solution Many machine learning tasks can be expressed as mapping an input sequence into an output sequence.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Problem Formulation and Proposed Solution Many machine learning tasks can be expressed as mapping an input sequence into an output sequence

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.300720Z

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 d88a58d1-b5af-475b-8a69-feb4e749a31c · outbound

This paper cites an unresolved cited work.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-25T01:00:10.362086Z

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 7993a0b8-0a36-4f24-a645-d9ff7c842276 · outbound

This paper cites an unresolved cited work.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-25T01:00:10.240446Z

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 29d16264-0740-4a61-bd05-4d6862a3a615 · outbound

This paper cites an unresolved cited work.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-25T01:00:10.381972Z

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 97e3ca92-1e81-4f84-bc05-55482e9c14ab · outbound

This paper cites an unresolved cited work.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-25T01:00:10.228658Z

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 98cd67ce-d600-4ad2-b90a-5ac506107060 · outbound

This paper cites an unresolved cited work.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-25T01:00:10.236456Z

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 d3f6adbc-08e1-4b4d-8dc7-68c887a5b5a9 · outbound

This paper cites We demonstrated the performance of our approach by evaluating it on a large corpus of clinical conversa- tions between physicians and patients.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction We demonstrated the performance of our approach by evaluating it on a large corpus of clinical conversa- tions between physicians and patients

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.292305Z

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 07b88adf-565a-46cb-a228-2d068797be7f · outbound

This paper cites an unresolved cited work.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-25T01:00:10.366683Z

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 175393fa-3556-4888-ad78-2b18e7e2507a · outbound

This paper cites An overview of auto- matic speaker diarization systems.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction An overview of auto- matic speaker diarization systems

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.375332Z

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 5e9e5dc7-7e68-4d98-a67c-e79a4aedee57 · outbound

This paper cites Speaker diarization: A review of recent research.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Speaker diarization: A review of recent research

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.378649Z

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 e92e4095-589b-462b-a11f-c7b73fd89946 · outbound

This paper cites A robust speaker clustering algo- rithm.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction A robust speaker clustering algo- rithm

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.350458Z

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 23ca0396-8c5c-4579-b7e9-b1e22ac3d0ae · outbound

This paper cites Multistage speaker diarization of broadcast news.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Multistage speaker diarization of broadcast news

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.334842Z

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 8fd2b52d-a994-4177-ba77-294dc10d82d6 · outbound

This paper cites Speaker diarization with PLDA i-vector scoring and unsupervised calibration.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Speaker diarization with PLDA i-vector scoring and unsupervised calibration

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.287755Z

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 e487747d-1160-474c-b7ad-dbc58b25a482 · outbound

This paper cites Speaker diarization using deep neural network embeddings.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Speaker diarization using deep neural network embeddings

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.393043Z

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 bea5c21e-eceb-46a1-9788-309e58dfb63e · outbound

This paper cites Speaker diarization with LSTM.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Speaker diarization with LSTM

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.338336Z

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 fc8682a6-ce90-476f-9257-60ca9c24f8b0 · outbound

This paper cites X-vectors: Robust DNN embeddings for speaker recogni- tion.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction X-vectors: Robust DNN embeddings for speaker recogni- tion

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.358453Z

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 8f3d676e-8def-4d48-82c4-8756d3ccabc1 · outbound

This paper cites Diarization is hard: Some experiences and lessons learned for the JHU team in the inaugural DIHARD chal- lenge.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Diarization is hard: Some experiences and lessons learned for the JHU team in the inaugural DIHARD chal- lenge

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.371970Z

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 8805d2e1-9e96-4d0e-b8a6-5d50f4562c44 · outbound

This paper cites Tristounet: Triplet loss for speaker turn embedding.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Tristounet: Triplet loss for speaker turn embedding

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.389529Z

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 7d2a9063-ea67-4c88-84bb-a4d65a32540a · outbound

This paper cites Fully Supervised Speaker Diarization.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Fully Supervised Speaker Diarization

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-25T01:00:09.565790Z

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 cc1057fd-5d2d-46d6-97cc-be24bc01a83a · outbound

This paper cites Speaker di- arization from speech transcripts.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Speaker di- arization from speech transcripts

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.385332Z

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 7ec0a56b-c577-4a66-be1c-ac97361682bc · outbound

This paper cites Multimodal speaker segmentation and diarization using lexical and acoustic cues via sequence to se- quence neural networks.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Multimodal speaker segmentation and diarization using lexical and acoustic cues via sequence to se- quence neural networks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.354194Z

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 42913212-c0ef-4597-b76e-e529b5aecee3 · outbound

This paper cites The use of recurrent neural networks in continuous speech recognition.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction The use of recurrent neural networks in continuous speech recognition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.273558Z

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 f178c1d3-fdcf-4ecd-b75e-b7e18570297d · outbound

This paper cites Connectionist temporal classiﬁcation: labelling unsegmented se- quence data with recurrent neural networks.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Connectionist temporal classiﬁcation: labelling unsegmented se- quence data with recurrent neural networks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.277767Z

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 bf21111b-9427-4ff4-b75b-b0132871c77a · outbound

This paper cites Sequence transduction with recurrent neural net- works.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Sequence transduction with recurrent neural net- works

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.282214Z

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 197d9a67-66ea-442a-80cc-916a7cfb3806 · outbound

This paper cites Speech recognition with deep recurrent neural networks.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Speech recognition with deep recurrent neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.232528Z

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 6eb82b7c-d5fa-4d52-a9cc-cd65ea5ee047 · outbound

This paper cites Streaming End-to-end Speech Recognition For Mobile Devices.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Streaming End-to-end Speech Recognition For Mobile Devices

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-25T01:00:09.571824Z

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 eacc9491-ce87-4ba4-a3cd-4c130cd3a670 · outbound

This paper cites In- datacenter performance analysis of a tensor processing unit.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction In- datacenter performance analysis of a tensor processing unit

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.342565Z

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 c5f8e694-5f06-469f-a95c-4dae748b3ed5 · outbound

This paper cites Improving the efﬁciency of forward-backward algorithm using batched computation in tensorﬂow.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Improving the efﬁciency of forward-backward algorithm using batched computation in tensorﬂow

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.327322Z

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 04feb0f1-01c7-4c3c-b3ac-b1108f51d59b · outbound

This paper cites Efﬁcient implementation of recurrent neu- ral network transducer in tensorﬂow.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Efﬁcient implementation of recurrent neu- ral network transducer in tensorﬂow

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.305342Z

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 f513f50c-df4a-451d-af65-857af8e9acf2 · outbound

This paper cites Neural speech recognizer: Acoustic-to-word LSTM model for large vocabulary speech recognition.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Neural speech recognizer: Acoustic-to-word LSTM model for large vocabulary speech recognition

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.396781Z

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 9ec9e717-29f6-49a8-94b9-7bdfed362b15 · outbound

This paper cites Morfessor 2.0: Python implementation and extensions for morfessor base- line.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Morfessor 2.0: Python implementation and extensions for morfessor base- line

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.323290Z

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 ddc453d7-d7fe-4be0-8c52-ea030f679765 · outbound

This paper cites Phoneme recognition using time-delay neural networks.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Phoneme recognition using time-delay neural networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.296298Z

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 77f9fa79-f727-49da-9c24-555afded2daa · outbound

This paper cites Reducing the computational complexity for whole word models.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Reducing the computational complexity for whole word models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.331126Z

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 b0b87f38-9eb6-403b-9f69-ff41a168d1d7 · outbound

This paper cites Long short-term memory.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Long short-term memory

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.346710Z

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 86aae55a-6dbc-4151-b93a-d76934d4abf6 · outbound

This paper cites Adam: A method for stochastic opti- mization.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Adam: A method for stochastic opti- mization

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.268808Z

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 9cbfc75a-8ef7-479f-9943-34efdec55b15 · outbound

This paper cites The Rich Transcription Fall 2003 (RT-03F) Evalu- ation Plan.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction The Rich Transcription Fall 2003 (RT-03F) Evalu- ation Plan

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.244402Z

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 345aaecc-4234-4cd8-b7af-20877cdb534e · outbound

This paper cites Feature learn- ing with raw-waveform cldnns for voice activity detection.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction Feature learn- ing with raw-waveform cldnns for voice activity detection

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.310789Z

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 2d39334c-f8b3-4a0e-befd-0d94e98cd608 · outbound

This paper cites End-to- end text-dependent speaker veriﬁcation.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction End-to- end text-dependent speaker veriﬁcation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.314975Z

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 7f4a7fb6-5a2c-4945-8ac6-00b760f5b051 · outbound

This paper cites V oxceleb2: Deep speaker recognition.

Joint Speech Recognition and Speaker Diarization via Sequence Transduction V oxceleb2: Deep speaker recognition

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T01:00:10.318901Z

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.

Pith citing papers

Observation df2148e4-efbe-47bf-9f6a-169c1c4e18ba · inbound