Paper Citation Record · LEDGER

Topological Deep Learning for Speech Data

As of 7 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2505.21173.

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

pith.paper-citation-record.v1
2505.21173 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:33.418094Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy10
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19e3a4af-0ef3-497e-a89e-e4e55138cc02 · outbound

This paper cites Topological estimation using witness complexes.

Topological Deep Learning for Speech Data Topological estimation using witness complexes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:35.922461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ba91ca3-0999-43af-9c4f-4900ec06a1c0 · outbound

This paper cites On the local behavior of spaces of natural images.

Topological Deep Learning for Speech Data On the local behavior of spaces of natural images

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:35.682228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca15ecdd-c05c-4396-bcf7-82d54d2c6e54 · outbound

This paper cites Topology and data.

Topological Deep Learning for Speech Data Topology and data

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:32.578392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd3ee89-9379-4d12-9c9f-d26b13896359 · outbound

This paper cites Topological approaches to deep learning.

Topological Deep Learning for Speech Data Topological approaches to deep learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:35.374577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97b70e5e-2e03-4dd8-aae4-204ef13e4adf · outbound

This paper cites Topological convolutional layers for deep learning.

Topological Deep Learning for Speech Data Topological convolutional layers for deep learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:35.095846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f6eb97e-9294-4360-81e5-70cd4db5d2a2 · outbound

This paper cites Discrete-time signal processing.

Topological Deep Learning for Speech Data Discrete-time signal processing

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:34.861038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5a7637a-0721-4f07-8d52-8ebded399974 · outbound

This paper cites The nonlinear statistics of high-contrast patches in natural images.

Topological Deep Learning for Speech Data The nonlinear statistics of high-contrast patches in natural images

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:34.642431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27c90747-8ccc-4d4c-b8ac-04b5ee0fb07a · outbound

This paper cites Bradlow, A.

Topological Deep Learning for Speech Data Bradlow, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:34.357330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 92cd7d9a-d9fc-45de-a688-2777bb40b3c5 · outbound

This paper cites Speech database development at mit: Timit and beyond.

Topological Deep Learning for Speech Data Speech database development at mit: Timit and beyond

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:34.089305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce4275c2-7103-4a02-ae86-65f2396e69ac · outbound

This paper cites The lj speech dataset.

Topological Deep Learning for Speech Data The lj speech dataset

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:33.863871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb1b2a99-0009-4301-9d14-64661eb2a771 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

Topological Deep Learning for Speech Data Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:33.292626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef73c83-cfd2-474d-bdd5-87fdf3076f11 · outbound

This paper cites Learning multiple layers of features from tiny images.

Topological Deep Learning for Speech Data Learning multiple layers of features from tiny images

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:33.612996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.