Pith. sign in

Paper Citation Record · LEDGER

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs

As of 13 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2501.05234.

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

pith.paper-citation-record.v1
2501.05234 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:16:42.102883Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

26 of 26 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c65f21a5-445a-4cb8-b2a1-d22725de9845 · outbound

This paper cites URL: " 'urlintro :=.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs URL: " 'urlintro :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:41.995314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:41.995314Z digest=sha256:aca8aeaf9c31449af8db9951cc881fc9c79fdd61de3d313681053874f573fe22

Observation b155337b-e9ec-450e-8643-732473b79bb8 · outbound

This paper cites write newline.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.000146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.000146Z digest=sha256:ce94d9cc165313ecc739cfab13e5b9f1008a41d63ac536a6d33eed25de5fa04b

Observation e0a2044d-0818-4838-bef3-97457c209a85 · outbound

This paper cites a e, Joonas Kalda, K \.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs a e, Joonas Kalda, K \

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.433868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.004586Z digest=sha256:d2d40009f8fac641c0df03cf00e75a7420e0f891da34122b7f8787988d744740

Observation d8e79942-420d-4775-ad52-7f777a858b69 · outbound

This paper cites Data augmentation and teacher-student training for LF-MMI based robust speech recognition.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Data augmentation and teacher-student training for LF-MMI based robust speech recognition

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.421977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.008931Z digest=sha256:4278af49d5292aeb88b4d051f97bc9404ff210c781a8fcacd8a759e369989d26

Observation 6af58ceb-d3b0-4d08-878d-cfccc4dcbb25 · outbound

This paper cites Subtitle translation as markup translation.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Subtitle translation as markup translation

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.409992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.013841Z digest=sha256:91d0aa3bd43ff6b47a5be1e698e4965d9c6590252ac094531e89bee539f0e8f7

Observation 1dd4ae00-9292-4ec3-bc78-0f20fd022655 · outbound

This paper cites Semi-supervised Learning for Code-Switching ASR with Large Language Model Filter.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Semi-supervised Learning for Code-Switching ASR with Large Language Model Filter

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:16:42.260449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.018175Z digest=sha256:c9c2c42b2c5265fa5c23152949cf18ab891717af67944021e2670f081822ed39

Observation 48d0915b-6982-4556-ac0d-53ba1abbfea9 · outbound

This paper cites Averaging weights leads to wider optima and better generalization.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Averaging weights leads to wider optima and better generalization

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.398322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.023098Z digest=sha256:50f499851f29cdcc926213dfa211c8cbcc78a940347a9234c4b88a8553d042c6

Observation ccdc5fdd-1f78-4b66-8b88-e3491a4e1c8b · outbound

This paper cites Comparing the impact of professional and automatic closed captions on video-watching experience.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Comparing the impact of professional and automatic closed captions on video-watching experience

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.386265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.027759Z digest=sha256:d3ecba07af7e78499f3c49a0188ca1624d43ee2e4437f470ff8eec55f4f48a74

Observation f27e56e0-6623-4907-9fa0-2031ae7cd5d7 · outbound

This paper cites Decoupled weight decay regularization.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Decoupled weight decay regularization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.032133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.032133Z digest=sha256:dbdaa0b823d63f939b1183849ca1e8788e5815b42458bf605b9bb281a04ebd4f

Observation d8bd80ec-3fd4-4e8a-af1a-1455f2353107 · outbound

This paper cites Can Generative Large Language Models Perform ASR Error Correction?.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Can Generative Large Language Models Perform ASR Error Correction?

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.036266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.036266Z digest=sha256:fc4279e27745e9fc3ced46ab0359333865ea266177d93f1e943c86b68d46911b

Observation e5298d59-ad27-46d9-8426-741cf9117d93 · outbound

This paper cites Retrieval Augmented Correction of Named Entity Speech Recognition Errors.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Retrieval Augmented Correction of Named Entity Speech Recognition Errors

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.040920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.040920Z digest=sha256:69bc23cd35cf1d2d875b5e86afefaef6cf23d3a57789da907430dc5af3096863

Observation 335ac872-165e-4ed9-9290-97ec3ae482ef · outbound

This paper cites Multi-stage Large Language Model Correction for Speech Recognition.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Multi-stage Large Language Model Correction for Speech Recognition

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.045402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.045402Z digest=sha256:720a6823d817d20a0c9cfe7b3f062cf4deee38a65ee818fd7b5603bbab4e3af0

Observation 6c3bad3f-3d14-4958-9b82-f848cbf7994d · outbound

This paper cites Evaluating machine translation output with automatic sentence segmentation.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Evaluating machine translation output with automatic sentence segmentation

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.366213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.050132Z digest=sha256:0a564551d388dc3abd1b0930bcc83dac6940ba75ab46056f3064e97cee36753b

Observation 83ca994e-3e78-4544-b782-f910048bc09d · outbound

This paper cites Optuna: A next-generation hyperparameter optimization framework.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Optuna: A next-generation hyperparameter optimization framework

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.053976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.053976Z digest=sha256:24a99377cd33bade78a214a7d4c451b767e67e863f1d53d6d582bdeb696db3fd

Observation 1c4f4778-b546-4165-b1d9-0e0a98774a97 · outbound

This paper cites Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.057911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.057911Z digest=sha256:e713345c87336c3f73ba886f05752f3542d2744f8d203ec88992193d5ba20087

Observation 4e455444-6980-4d3b-8fea-7f56ff4ebd81 · outbound

This paper cites Survey: Why America is obsessed with subtitles.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Survey: Why America is obsessed with subtitles

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.344265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.062109Z digest=sha256:432a455f2d84fe677858d12422902f6b11cd63ad08d0e92cdd2e8c58b8e3503e

Observation 36e6b907-fb48-40bf-ad9a-f73350ee3704 · outbound

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

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Robust Speech Recognition via Large-Scale Weak Supervision

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.065958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.065958Z digest=sha256:0eba949750be5b79ae18b57d645535093635a480334b0551877ba5176b5eb433

Observation 0cdbb39b-445d-4f56-88a9-2be839e8ad3e · outbound

This paper cites an unresolved cited work.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:16:42.330293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.070194Z digest=sha256:fc5feee3db7ec20ae62aa5242a38e985c0a796f62d96f274702d360101f8cc76

Observation 7a547e16-6d41-4d15-9613-ed6790ad3722 · outbound

This paper cites Silero VAD : Pre-trained enterprise-grade voice activity detector.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Silero VAD : Pre-trained enterprise-grade voice activity detector

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.316893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.074050Z digest=sha256:919c78ca70c1db0732e64e415ceb287d3b22dbfbf03bca3c3958a04dd477609a

Observation 9683b8a1-a6dd-4b3c-833d-e76491161b97 · outbound

This paper cites SubER: A Metric for Automatic Evaluation of Subtitle Quality.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs SubER: A Metric for Automatic Evaluation of Subtitle Quality

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:16:42.190666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.078081Z digest=sha256:eee6f98268ece4d1d1679dfae0a21fb8cde1571f2fdcdd2ab03f41052d01f803

Observation 50c44fd1-0f62-4dda-b776-08d8c525789d · outbound

This paper cites Iterative Pseudo-Labeling for Speech Recognition.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Iterative Pseudo-Labeling for Speech Recognition

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.082773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.082773Z digest=sha256:9334f68095e2945d7d7fba0a158af2e999b578a69559bdca763bbc789e622b47

Observation a0aa10d4-9f56-4018-9835-154253b9e0e3 · outbound

This paper cites Semi-supervised training of deep neural networks.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Semi-supervised training of deep neural networks

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.303336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.086898Z digest=sha256:8544aa4d1dae888c67d7eb462ed54f99f8a3b9fd31dfd0f85c505d19889bb2d7

Observation 4ad77950-6304-41d7-902a-5459b31d610c · outbound

This paper cites Parikh, Sebastian Gehrmann, and Thibault Sellam.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Parikh, Sebastian Gehrmann, and Thibault Sellam

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.289639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.090888Z digest=sha256:b95457a16d77d57f2da4d4bf230de4dce66edb514dd9b203d17abc10431d9de7

Observation 4b14dbef-833d-436c-9aa9-d6e88415003a · outbound

This paper cites Using untranscribed training data to improve performance.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Using untranscribed training data to improve performance

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:16:42.276185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T21:16:42.094713Z digest=sha256:33134e140aaf509667536ab619ed96bdf58489b0e73e82176d45286d94bca7a6

Observation 42c27050-5b52-441b-ad8c-1257f2848b2a · outbound

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

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.098796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.098796Z digest=sha256:56730fc648286c5b667f81c7abdfa64a8b68a3d9b7b41ff355e7c716633be01d

Observation 710ce86f-a2bd-43fa-b0e3-de01cf7bc2aa · outbound

This paper cites Individual comparisons by ranking methods.

Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs Individual comparisons by ranking methods

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T21:16:42.102883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:16:42.102883Z digest=sha256:03f03efb77200604d99db8af6cc5d4f97739398ed78f193013490706357c737f

Pith citing papers

No inbound Pith citation observations are available.