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Paper Citation Record · LEDGER

Speech to Speech Translation with Translatotron: A State of the Art Review

As of 9 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2502.05980.

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

pith.paper-citation-record.v1
2502.05980 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:12:07.484406Z

measured 31 of 31 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

31 of 31 outbound references displayed

  • verified exact1
  • verified fuzzy22
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8381addb-f247-4dde-af1f-eb81c71232b9 · outbound

This paper cites Direct speech-to-speech translation with a sequence-to-sequence model.

Speech to Speech Translation with Translatotron: A State of the Art Review Direct speech-to-speech translation with a sequence-to-sequence model

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.362105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.362105Z digest=sha256:09c24cd51c5935dcac876fb88be58c5198b6b3b5dbbcb1f6e0a014884e2ee919

Observation 79e58410-27fc-4cc3-b6db-42de0158263c · outbound

This paper cites Translatotron 2: High-quality di- rect speech-to-speech translation with voice preservation.

Speech to Speech Translation with Translatotron: A State of the Art Review Translatotron 2: High-quality di- rect speech-to-speech translation with voice preservation

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.901737Z

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.

source=pdf_text observed=2026-08-08T17:12:07.366961Z digest=sha256:82c492518d26c767ea8a1766bd403f94b6b6ba61b4dd3e438c714fe3e275116b

Observation 118791ae-5d7a-49f4-b5fa-223ccb0e9ec6 · outbound

This paper cites Translatotron 3: Speech-to-speech translation with monolingual data.

Speech to Speech Translation with Translatotron: A State of the Art Review Translatotron 3: Speech-to-speech translation with monolingual data

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.888622Z

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.

source=pdf_text observed=2026-08-08T17:12:07.370831Z digest=sha256:5a70060d32807f7930d8dbad80e5824abc8d78e5d27727c2458516e4b23eb360

Observation f5169b67-b03b-4e8d-8d81-39fed7a7b571 · outbound

This paper cites Speech-to-Speech Translation For A Real-world Unwritten Language.

Speech to Speech Translation with Translatotron: A State of the Art Review Speech-to-Speech Translation For A Real-world Unwritten Language

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.375203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.375203Z digest=sha256:28842bddd40b87a5a4004d367651fcad046c02daf7783c17fdc157484920f8b3

Observation c8ea78ef-3bce-4218-ba9a-4ee8686bdebb · outbound

This paper cites TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation.

Speech to Speech Translation with Translatotron: A State of the Art Review TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.380308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.380308Z digest=sha256:70b2a2167d320b40b6c01fc7f39b3a965e754047fd67802ea4968846c7ad14a3

Observation bac74e50-4b60-4929-a135-8201e712de0c · outbound

This paper cites Finite-state speech-to-speech translation.

Speech to Speech Translation with Translatotron: A State of the Art Review Finite-state speech-to-speech translation

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.876665Z

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.

source=pdf_text observed=2026-08-08T17:12:07.384431Z digest=sha256:e831da5b04f8319742eae3e28f75b5546cdba0fe7d718809e81cf912b3673089

Observation 74a3a4ba-dbfe-4648-bf71-4997f43ce0c4 · outbound

This paper cites The ATR multilingual speech-to-speech trans- lation system.

Speech to Speech Translation with Translatotron: A State of the Art Review The ATR multilingual speech-to-speech trans- lation system

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.864670Z

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.

source=pdf_text observed=2026-08-08T17:12:07.388844Z digest=sha256:cf89f0639208e83422cfe96bccf5d7f3e92896dc80085664cd0878bd91469788

Observation b19e3aa1-19bc-44ed-97e5-15545b1308ee · outbound

This paper cites Direct speech-to-speech translation with discrete units.

Speech to Speech Translation with Translatotron: A State of the Art Review Direct speech-to-speech translation with discrete units

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.392609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.392609Z digest=sha256:47e4657a71f7efe15829181c6b699f317d6760070afd97b7d97792fc9560c4cd

Observation 2787ee62-27f4-4a6c-99f1-b3fa7b2789a5 · outbound

This paper cites Word Translation Without Parallel Data.

Speech to Speech Translation with Translatotron: A State of the Art Review Word Translation Without Parallel Data

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.396651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.396651Z digest=sha256:9973df2a47d1247b62044548a04879bf6a9234d42590d59b08d0a7cac3ff78b6

Observation 38e69443-4f43-4220-96c9-55c7a72ca5d7 · outbound

This paper cites Normalized word embedding and orthogonal trans- form for bilingual word translation.

Speech to Speech Translation with Translatotron: A State of the Art Review Normalized word embedding and orthogonal trans- form for bilingual word translation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.852158Z

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.

source=pdf_text observed=2026-08-08T17:12:07.400773Z digest=sha256:cdf4d631baf7679be712df8503209fd9305a8599ae01de6fed921b9bb858e20d

Observation 3134ab2c-d514-498a-adca-52cbfec822ad · outbound

This paper cites Verbmobil: foundations of speech-to-speech translation.

Speech to Speech Translation with Translatotron: A State of the Art Review Verbmobil: foundations of speech-to-speech translation

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.839387Z

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.

source=pdf_text observed=2026-08-08T17:12:07.404505Z digest=sha256:ee11bf65481b2c9e7b830d9d838d6a7871ad1e612a5e2f38083e7f76d19ad9d8

Observation 80763036-0f63-42b3-ba1e-82c27a3f3d10 · outbound

This paper cites Ethnologue.

Speech to Speech Translation with Translatotron: A State of the Art Review Ethnologue

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.826772Z

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.

source=pdf_text observed=2026-08-08T17:12:07.408634Z digest=sha256:993d6a8d80c4416c8fb4558610288369e05a238e86e0ca1cef348c5e47deb19b

Observation 90c36234-49b0-4685-b503-a9111a6766a6 · outbound

This paper cites Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?.

Speech to Speech Translation with Translatotron: A State of the Art Review Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.413119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.413119Z digest=sha256:65e7ca7e273dce7a2ae26e587ee4b50b5c75737e2af5a009f220e8869e270777

Observation ac2740cd-f3aa-4169-9d83-d19dddcc9ed1 · outbound

This paper cites Automatic speech recognition.

Speech to Speech Translation with Translatotron: A State of the Art Review Automatic speech recognition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.813018Z

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.

source=pdf_text observed=2026-08-08T17:12:07.417019Z digest=sha256:55b006603df2165d1081dcafb9a765729e3fc67241d1bc105c28e9294db25250

Observation 685f6479-e28f-47ae-a305-78efd86b91f4 · outbound

This paper cites Statistical machine translation.

Speech to Speech Translation with Translatotron: A State of the Art Review Statistical machine translation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.799835Z

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.

source=pdf_text observed=2026-08-08T17:12:07.420802Z digest=sha256:ab2b787a1c9255c5a2bc84c65ad6f87f17ea18d28793d1e86bc3084a0c424739

Observation 3964122a-60f1-4e89-a9f5-b0b2a97c0b87 · outbound

This paper cites An introduction to text-to-speech synthesis.

Speech to Speech Translation with Translatotron: A State of the Art Review An introduction to text-to-speech synthesis

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.788023Z

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.

source=pdf_text observed=2026-08-08T17:12:07.424544Z digest=sha256:586b425d5cd9c102cd10846e4e1f381d04276d7017bf9ea527457e1d59f2d40a

Observation 8c57deab-8536-4ac7-855e-89f295a902c0 · outbound

This paper cites InIberSPEECH 2018 Nov 21 (pp.

Speech to Speech Translation with Translatotron: A State of the Art Review InIberSPEECH 2018 Nov 21 (pp

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.776112Z

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.

source=pdf_text observed=2026-08-08T17:12:07.428441Z digest=sha256:55f1c4ccdce464d2eb35c98feb20db7a13f2564bc5c0442fdb829340b1c027a5

Observation 01c29fad-cfcc-4e3b-af76-2728645007ad · outbound

This paper cites Neural machine translation: A review.

Speech to Speech Translation with Translatotron: A State of the Art Review Neural machine translation: A review

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.763610Z

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.

source=pdf_text observed=2026-08-08T17:12:07.432322Z digest=sha256:827499ad0f8b08e8492759645a84bca90fb08a476bccc52d19da4158b6bf731f

Observation 4b82adb2-5334-42c2-a2a8-0e51da8a479c · outbound

This paper cites Real-time translation of Indian sign language using LSTM.

Speech to Speech Translation with Translatotron: A State of the Art Review Real-time translation of Indian sign language using LSTM

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.750851Z

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.

source=pdf_text observed=2026-08-08T17:12:07.437603Z digest=sha256:263cd7d6d4b8b363f0802e124c735b2a233961b6e6e3fa7f433fb48dce2183ba

Observation 94586f86-118b-45f9-9140-a0dd36162769 · outbound

This paper cites The multimodal approach in audiovisual translation.

Speech to Speech Translation with Translatotron: A State of the Art Review The multimodal approach in audiovisual translation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.737552Z

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.

source=pdf_text observed=2026-08-08T17:12:07.441667Z digest=sha256:20076cc2fea01b6c28432812df84ca084e1328e4c5dbb041df42414f1b4c3cbb

Observation b78c2b5e-61b7-4970-b5bf-353c22b73a03 · outbound

This paper cites Selection criteria for low resource lan- guage programs.

Speech to Speech Translation with Translatotron: A State of the Art Review Selection criteria for low resource lan- guage programs

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.725396Z

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.

source=pdf_text observed=2026-08-08T17:12:07.445712Z digest=sha256:bd0e12b7853fd5c306fae7d6d87f02731d4d3198b8845779715b198483fdeb15

Observation f5233d0c-f9b5-422d-9ef7-1f4e5cefff79 · outbound

This paper cites Google’s multilingual neural machine trans- lation system: Enabling zero-shot translation.

Speech to Speech Translation with Translatotron: A State of the Art Review Google’s multilingual neural machine trans- lation system: Enabling zero-shot translation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.712013Z

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.

source=pdf_text observed=2026-08-08T17:12:07.449509Z digest=sha256:ddae53ce52dd81381d554a85ae94a95e180a0c980cf1bc7cb00537d6d6831f9c

Observation a0edfd7e-4f0f-4f6a-b16d-3d816ea5be5d · outbound

This paper cites Systems of prosodic and paralinguistic features in English.

Speech to Speech Translation with Translatotron: A State of the Art Review Systems of prosodic and paralinguistic features in English

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.698824Z

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.

source=pdf_text observed=2026-08-08T17:12:07.453391Z digest=sha256:3eb1c5fc7dbfbe7885007252478adc94ac4122a9f7603a2e2a02b10d9b1e448a

Observation e7e3726e-af5e-474e-a71b-092fd1475cfb · outbound

This paper cites Translation performance from the user’s perspective of large language models and neural machine translation systems.

Speech to Speech Translation with Translatotron: A State of the Art Review Translation performance from the user’s perspective of large language models and neural machine translation systems

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.685765Z

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.

source=pdf_text observed=2026-08-08T17:12:07.456907Z digest=sha256:1a842d65f8f11613b4131ca84859a16edb1e6b914c3dda109258a5a899955f27

Observation 8a871752-3ec1-46f6-a16f-d70386d80dbc · outbound

This paper cites Sequence-to-Sequence Models Can Directly Translate Foreign Speech.

Speech to Speech Translation with Translatotron: A State of the Art Review Sequence-to-Sequence Models Can Directly Translate Foreign Speech

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-08T17:12:07.548978Z

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.

source=pdf_text observed=2026-08-08T17:12:07.460697Z digest=sha256:7608931b904f20cbc9051342d4ddf5ddc7d6f2a4da1356cabb0bb7b1f3f83a92

Observation e88f21ac-7ace-4d9e-91cd-28198b7a08d0 · outbound

This paper cites An Application for Build- ing a Polish Telephone Speech Corpus.

Speech to Speech Translation with Translatotron: A State of the Art Review An Application for Build- ing a Polish Telephone Speech Corpus

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.673064Z

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.

source=pdf_text observed=2026-08-08T17:12:07.464474Z digest=sha256:41fbd1a65d9075e895f9b98f0806a3a1db31451f6576148b26889edd70302c35

Observation 1c453f19-e2a0-4c06-8853-114f6e5ab342 · outbound

This paper cites VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation.

Speech to Speech Translation with Translatotron: A State of the Art Review VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.468458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.468458Z digest=sha256:dcf74441a4f92d52fa152a2b24e80a7e3a83ad79b2da56c3af66db2808b54c98

Observation caa28949-7473-4404-a56b-da300154f2f3 · outbound

This paper cites ÌròyìnSpeech: A multi-purpose Yorùbá Speech Corpus.

Speech to Speech Translation with Translatotron: A State of the Art Review ÌròyìnSpeech: A multi-purpose Yorùbá Speech Corpus

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.660674Z

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.

source=pdf_text observed=2026-08-08T17:12:07.472380Z digest=sha256:f45c0b35636449adb8ff892d337ff6271f7aeeb95dad6c0411837f056f981d9d

Observation e603c8dd-fbd6-4a32-8dd4-ddfa904a2fca · outbound

This paper cites EnglishtoYorubashortmessageservicespeechandtexttranslatorforandroidphones.

Speech to Speech Translation with Translatotron: A State of the Art Review EnglishtoYorubashortmessageservicespeechandtexttranslatorforandroidphones

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.647918Z

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.

source=pdf_text observed=2026-08-08T17:12:07.476229Z digest=sha256:0476f7c04b7cc6f2422c078bad24d4202f0ad1fe6a445ef2287e504df2952509

Observation 4ec75216-b521-416b-b6e2-7c621772f8fb · outbound

This paper cites Voices Unheard: NLP Resources and Models for Yor\`ub\'a Regional Dialects.

Speech to Speech Translation with Translatotron: A State of the Art Review Voices Unheard: NLP Resources and Models for Yor\`ub\'a Regional Dialects

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T17:12:07.480162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:12:07.480162Z digest=sha256:2d8f1334d37576b9174fecfeaf838763e8740e981b5dea9dd5906c541f271329

Observation f1ee0de4-ab25-42ad-aeee-bfd09b944e08 · outbound

This paper cites Developing an open-source corpus of yoruba speech.

Speech to Speech Translation with Translatotron: A State of the Art Review Developing an open-source corpus of yoruba speech

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:12:07.634992Z

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.

source=pdf_text observed=2026-08-08T17:12:07.484406Z digest=sha256:077431b4f782938888f699995a690e5dbd0819c699283e89c7f01854ec156bd2

Pith citing papers

No inbound Pith citation observations are available.