Paper Citation Record · LEDGER

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection

As of 15 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2412.11978.

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

pith.paper-citation-record.v1
2412.11978 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:28:30.025057Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

23 of 23 outbound references displayed

verified exact3
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3fb34558-bdc5-486a-9651-daab9a318ef4 · outbound

This paper cites online" 'onlinestring :=.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.377357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b9ec35-34e0-4247-b6bf-0e38c4a2d8af · outbound

This paper cites write newline.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.503081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 269f7a9a-56c7-44fb-ba7d-1e1fcc5f2125 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T14:28:31.319985Z

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 39c29a63-89a9-475f-9629-9c6b965b497c · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T14:28:31.096225Z

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 a903ab28-a05d-4d80-8ade-48e17a10f82b · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.623272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41b73729-3644-4ffc-b4e6-5ab793a59bdb · outbound

This paper cites Seamless: Multilingual Expressive and Streaming Speech Translation.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Seamless: Multilingual Expressive and Streaming Speech Translation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.632672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88466884-6380-4963-99f9-415a6387d019 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.645889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693b77b7-0578-435f-9992-6264b7671f05 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:31.667349Z

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 133c3ae1-157b-42da-a769-1172cab3611b · outbound

This paper cites Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.668457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf3f5751-3d59-4365-8969-97a9e0ad950e · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.676599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420b4d98-2a95-4123-9d03-68c1ffbd8dac · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:31.635295Z

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 ff91a548-edf7-49bb-9b7d-4de7cf989658 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:31.606358Z

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 7bf9ed8c-df2b-47ff-b758-88cacb2bde0b · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T14:28:30.288013Z

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 11a7fda9-ea19-4751-be9c-995f4a5dd36f · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.952460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 672a48e6-89b7-4392-a560-88ca12ab644d · outbound

This paper cites Rudnicky.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Rudnicky

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.957413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c8e71cb-a8ff-4452-980c-e4b6177dd4e9 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:31.566416Z

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 26e6eaaf-4269-4995-8ed5-e946cd50a799 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:31.527811Z

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 50a66c85-9707-43bd-aa3c-4e4ecc387b20 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T14:28:30.128984Z

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 f5d21de6-3fb4-4674-aaa0-277cc81910c9 · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-11T14:28:30.098818Z

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 02623e32-8171-41e4-9a1d-f34388903655 · outbound

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

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Robust Speech Recognition via Large-Scale Weak Supervision

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:29.999991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d07e22fa-c62d-4832-b7ed-c53329375bcf · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:30.006335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f25c4505-dd16-46b4-9b3a-9116dbb621ed · outbound

This paper cites an unresolved cited work.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:31.499068Z

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 a080fde4-b4d1-4ff4-8296-51d8cc8c93ee · outbound

This paper cites Gonzalez, and Ion Stoica.

Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection Gonzalez, and Ion Stoica

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:28:31.449532Z

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.

Pith citing papers

No inbound Pith citation observations are available.