Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:34:54.553130Z
Paper Citation Record · LEDGER
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning
As of 15 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2506.17525.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:30:04.025534Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T16:30:10.299202Z
Reference resolution
63 of 63 outbound references displayed
- verified exact19
- verified fuzzy2
- unresolved40
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4dc5a011-261a-4018-a2aa-64c5db85ccd4 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:05.071900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b4edd2ed-28d8-4dc9-87bc-c636df6b2eef · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:04.866178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bacce3da-fc5d-4cf5-bbbf-bfeef09b4d93 · outbound
This paper cites XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:49.009463Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9ab2bea-1d3a-49bc-95c0-0902ca8c6c01 · outbound
This paper cites SeamlessM4T: Massively Multilingual & Multimodal Machine Translation.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning SeamlessM4T: Massively Multilingual & Multimodal Machine Translation
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:49.094740Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab87818b-836f-4486-af05-e7d3a5f7e5d2 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 5
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:59.400265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 58b7b817-2ae9-4cb6-afb6-d332906f8058 · outbound
This paper cites Bender and Batya Friedman.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Bender and Batya Friedman
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:49.265165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7539dba-081f-453b-8062-72dac8ceef3b · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 7
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:59.185548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2220d1fa-6b29-4643-980a-00ec53053b29 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 8
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:58.946612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b95b2b66-d263-454e-b6e6-53ba013b8b7c · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 9
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:58.704824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 41b509e5-bd5a-4881-844e-b2b0a272bf02 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:49.704505Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1b31344-c420-416c-9a96-ebf90e51f097 · outbound
This paper cites Unsupervised Cross-lingual Representation Learning for Speech Recognition.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unsupervised Cross-lingual Representation Learning for Speech Recognition
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:49.820015Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0e79a0b-30f0-47c4-b785-d49eae04ddf0 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:49.895227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa9e4a9-3125-40e0-8be1-9ad1d20d893a · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 13
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:58.494749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4a18f235-79c3-4d88-a4ac-1b477d87ce25 · outbound
This paper cites No Language Left Behind: Scaling Human-Centered Machine Translation.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning No Language Left Behind: Scaling Human-Centered Machine Translation
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:50.128915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ddc6352-d4ec-4fae-a0ba-9d53091efc48 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 15
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:58.186421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e126483a-c613-4fb2-bc00-df33c20fd0af · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 16
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:57.843821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6c73b602-7ca5-4114-97ec-c519086c4aea · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:50.433669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b913726d-bbcf-43c2-80f3-8e6d94f178cb · outbound
This paper cites Ferguson.
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:50.550653Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77812aeb-360e-43cc-be3e-998b28769528 · outbound
This paper cites Ferguson.
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:04.713153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2166509e-e6bf-40ea-911b-adda1032028e · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 20
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:57.494754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1125d4f2-2ee1-40b3-9e0b-ac1d377c9366 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:50.830092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c2bc215-ef88-4d13-8cba-ce899f9bc6eb · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:50.934667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0da35c9-47f9-4590-8e57-98eab224acb8 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 23
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:57.087039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c4064a01-d030-4a2c-a10f-63efec366208 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 24
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:56.873774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 651d3484-af82-469c-aa90-e3ba52f9d038 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:51.249947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e107247-440b-4fa9-b5ea-54ead9d42df5 · outbound
This paper cites Rickford, Dan Jurafsky, and Sharad Goel.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Rickford, Dan Jurafsky, and Sharad Goel
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:51.333669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30cab089-0bc6-4dd0-8956-cfab75beb6b5 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:51.415822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b326201e-51b3-4037-97ff-2a4c16778ab1 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:51.447608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1a6c7ef-21d6-42f4-9cf1-621489769c3b · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:04.517744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c2930dc5-7c67-4255-b478-4f0e904c3c7f · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:04.296338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a84deaf7-f3dd-4a44-a79b-2a357714f51a · outbound
This paper cites Viktor Leggio and Yaron Matras.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Viktor Leggio and Yaron Matras
Reference 31
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:56.595015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fa3022f8-1e8b-44ea-bc55-1b6aa2af0d4e · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:51.665379Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ee66ea2-4a22-4625-997b-02e280685100 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 33
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:56.356425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9acde3ec-57ba-46d4-8abe-ded21c3efefb · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:51.760155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a3f5b1a-f0c1-4d11-aeb7-08535e9c2066 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 35
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:56.074741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 644ba62c-300f-424c-aeab-5f6617fc5408 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:04.046753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 90075e5b-4ba7-4809-a7f9-4989594e9468 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:03.811496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 423ff0e8-db5e-40d8-8c41-31b3a5410df4 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 38
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:55.877114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1c7d5ba3-0f14-4857-a339-1b9144bf075d · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:03.518524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b04aab14-1019-4822-ac30-4a34f630cdff · outbound
This paper cites Sainath, and Trevor Strohman.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Sainath, and Trevor Strohman
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:52.221074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c69aeb7-3f7e-487d-977d-127c43f64281 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:03.207286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 134176a8-9946-46ca-ae43-64083de18f1b · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:02.944747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e23e0855-b9b7-4121-b66e-b7abebe081f8 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 43
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-06T23:35:00.575725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0cca250c-fa4b-43e6-a345-b1d1bc7a9829 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 44
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:55.674830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b24bf7cf-61a4-40c5-910a-7aea7c4209b9 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:02.745342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation edfcf4d0-9873-4bbf-85fd-bc4f1f3d0a72 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:52.764747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 778669e1-5950-4e4e-91c6-9938f80f3875 · outbound
This paper cites DENOASR: Debiasing ASRs through Selective Denoising.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning DENOASR: Debiasing ASRs through Selective Denoising
Reference 47
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T23:34:55.464753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2915de01-37e1-4e90-afb0-8d548b14d6c4 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:52.974764Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9145145-cb59-4b53-8342-9ac1f75d20cc · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 49
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:55.224359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 88cb33c6-c1a6-4e55-81b3-6d08b15ca3c7 · outbound
This paper cites AudioPaLM: A Large Language Model That Can Speak and Listen.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning AudioPaLM: A Large Language Model That Can Speak and Listen
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:53.108607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca1b1e6b-1f96-44a7-8788-000812325611 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:02.524835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bc3b3578-dbdd-448c-a487-9914690824d3 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 52
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:54.996788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 38e9eda0-0651-4eac-9b90-f5dc9764a4cc · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:53.353194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 742dd610-ec25-4237-9b83-eec961cd57a6 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:02.323219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 48e725e7-6931-4983-8504-09416f93cc5c · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 55
- Resolution
- verified exact
- doi, observed 2026-08-06T23:34:54.753790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 724f9298-d2e3-48c7-a625-a17bab9c4944 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:53.684746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3a16032-bf95-4607-82ba-56335218aa50 · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:01.998045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a02b7c0f-3c16-4f96-ad63-1132778afd1c · outbound
This paper cites an unresolved cited work.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:53.978397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d7b60a7-0daf-4fe3-9d38-5a1ad939b5d6 · outbound
This paper cites Williams, Don Nix, and Peter Fairweather.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Williams, Don Nix, and Peter Fairweather
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:01.831293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a823c134-4a0e-4309-8714-f969030cb84e · outbound
This paper cites Developing a Multilingual Dataset and Evaluation Metrics for Code-Switching: A Focus on Hong Kong's Polylingual Dynamics.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Developing a Multilingual Dataset and Evaluation Metrics for Code-Switching: A Focus on Hong Kong's Polylingual Dynamics
Reference 60
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T23:34:59.664001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 518fa8b1-c762-4f4b-b67a-bab509c1639b · outbound
This paper cites Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:54.366652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d1c4c04-9605-4095-b85f-30baaab186f4 · outbound
This paper cites online" 'onlinestring :=.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning online" 'onlinestring :=
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:54.463903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f907d0d-1a42-4a0c-ac13-1d36f96a92ab · outbound
This paper cites write newline.
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning write newline
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:34:54.553130Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 7c2e8083-e440-4285-96e5-896a81e78638 · inbound
Balalaika: Data-Centric, Prosody-Aware Annotation Pipeline for Russian Speech cites this paper.
Balalaika: Data-Centric, Prosody-Aware Annotation Pipeline for Russian Speech Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning
Reference 2025
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T16:30:10.303152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.