Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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:d228bb7a599e1ff44e720a4d95db748362784073ee071858ae871b37376c1937

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.366961Z digest=sha256:0a23ae254171f151c9332fa4512d8776a82046667d7f65488872dd29047af922

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.370831Z digest=sha256:18052a56c455aab0c5b8c1ca534c11caaabb06f971b5f95543ef069a9e9b7570

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:b36a60ab0bb64c53cfe37cf6110acda09c088d2561b7f1f7c6b92bca020b3ffc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.384431Z digest=sha256:e8b8973d6984ee91b05450d8ca7456bb1ea8d64d596ec98caee170e9aa4b8408

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.388844Z digest=sha256:e97809769e3145641f6c8a043004b100f53b2eb326fcba81b3b037ee09457611

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=sha256:9e2e6c186c33071902b11b52eb1c04ac40bb0d5e4e37e589e3915e4047fd2768

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.400773Z digest=sha256:cf492b5f975dead44156b4edecd3b9890ab83148f51e6e6b3c8d37fdda91cc1c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.404505Z digest=sha256:720f623215da1fea903221d8bb0a477f94ca49f5964d5dffbc01d9774f06ca60

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.408634Z digest=sha256:eb968f76d305003d896281b2f90b3bde334e2e72f230448953ea1a0cea3a27a4

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=sha256:400c1db51f0cd1744b06d269ca04aa9e10b266ccc372942a1a16246145b5ffdc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.417019Z digest=sha256:7fd31bf4dce489640ebe911ef81015b30288249a26a9f78bc720ce18d5ce3d0e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.420802Z digest=sha256:7b83377414a972a1939e99d74b6b320bb67777978255165591627cc9f7215b22

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.424544Z digest=sha256:6924fc1e75384b5a868614e273332d8c2e969029f3f9f20d00eaae89bd91e675

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.428441Z digest=sha256:01d4cd3ca5760d772bc51ca10089b393ef77f11d5cc0504fdc3c4faffc3acd68

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.432322Z digest=sha256:7994af71289e0347452dc64452ba41cd5996e749a73e345274d8038dd86b6200

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.437603Z digest=sha256:2e818679844d82f8de064083e779012d57c249fa0710fdf7e2e1efafc9b84614

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.441667Z digest=sha256:9f323ffa2dd4324c9791efee6beaac3b4d80c043e49c1cbe6995c8e5c4e8d0b7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.445712Z digest=sha256:e6af3627c1c91f7c70234e5b612d4fef49dce032583e93aca49de195365519ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.449509Z digest=sha256:cefec39f11f4bf81c2e094b3cd9ab0fbc5d45da0fb33b50ff4b50aa07ebcf740

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.453391Z digest=sha256:91ec2354a912317fb114eea1f07c26cf65cb14ec6a259a2d463f7f5772200649

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.456907Z digest=sha256:d6ea2a7c5c57d9cdf9ced85b42d83e015b39f1e8d50c7465b40ed7109904ffc5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.460697Z digest=sha256:c20c4016db19ab36289aacc0945cf66ab2c47aa1be87a68298e94acd9a58c765

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.464474Z digest=sha256:6c039cc5beccede4b6b8c6744c94d2d7d791602fc6f3d1a99e521950d1c26c5c

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:ab633c0435fbae89dd78881726f1651b87d74b5054a5a7176fab03f6d41e219a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.472380Z digest=sha256:e7d5072cb00795b0e9e6b8d84b76b482d6df75bb22ac882b394796b8bea7b3e9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.476229Z digest=sha256:6bf4ebbe59126f427ef5ab38432d92ced34cbe0da90aac5b162aac63988b47a8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T17:12:07.484406Z digest=sha256:af4d148e4869eea9600ab4b75180fab254fb14ff378b5b09469eb2e970cdbe42

Pith citing papers

No inbound Pith citation observations are available.