Paper Citation Record · LEDGER

Sparse Autoencoder Insights on Voice Embeddings

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2502.00127.

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

pith.paper-citation-record.v1
2502.00127 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:10:32.806282Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:23:29.977813Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-18T02:00:39.965426Z

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy4
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b4f9b47-391e-4114-978e-6f75979a60c8 · outbound

This paper cites One pixel attack for fooling deep neural networks,.

Sparse Autoencoder Insights on Voice Embeddings One pixel attack for fooling deep neural networks,

Reference 1

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T20:10:33.202248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 665b226e-caf0-472c-bd81-64b3edb7fdb9 · outbound

This paper cites "Why Should I Trust You?": Explaining the Predictions of Any Classifier.

Sparse Autoencoder Insights on Voice Embeddings "Why Should I Trust You?": Explaining the Predictions of Any Classifier

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.733356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8a665e-af38-497a-bdf8-af09304e972f · outbound

This paper cites DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems.

Sparse Autoencoder Insights on Voice Embeddings DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.739873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73815af4-05a9-46db-90c7-7a20e3a5a11e · outbound

This paper cites Learning Important Features Through Propagating Activation Differences.

Sparse Autoencoder Insights on Voice Embeddings Learning Important Features Through Propagating Activation Differences

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.746028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927d94e1-2872-437d-be14-d8f3c53dc986 · outbound

This paper cites Axiomatic Attribution for Deep Networks.

Sparse Autoencoder Insights on Voice Embeddings Axiomatic Attribution for Deep Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.752155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e67e06d-e4fd-441d-8879-ed54c7800046 · outbound

This paper cites Leveraging speaker attribute information using multi task learning for speaker verification and diarization.

Sparse Autoencoder Insights on Voice Embeddings Leveraging speaker attribute information using multi task learning for speaker verification and diarization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.757999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9159050e-be9e-4ff1-ac5d-123ad43fa879 · outbound

This paper cites Explainable Attribute-Based Speaker Verification.

Sparse Autoencoder Insights on Voice Embeddings Explainable Attribute-Based Speaker Verification

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.763898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 894797c4-4280-41d3-91ef-903123e3bd0b · outbound

This paper cites Towards monosemanticity: Decomposing language models with dictionary learning,.

Sparse Autoencoder Insights on Voice Embeddings Towards monosemanticity: Decomposing language models with dictionary learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:10:33.282820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c0f6393c-848d-41fb-a478-fffe6b3efbbc · outbound

This paper cites Scaling monosemanticity: Extracting interpretable features from claude 3 sonnet,.

Sparse Autoencoder Insights on Voice Embeddings Scaling monosemanticity: Extracting interpretable features from claude 3 sonnet,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:10:33.265790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06ea5279-a7d8-479e-b8a5-a33b986d2d74 · outbound

This paper cites Scaling and evaluating sparse autoencoders.

Sparse Autoencoder Insights on Voice Embeddings Scaling and evaluating sparse autoencoders

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.778903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 468649fd-31d0-41be-a6ef-1d051061caf0 · outbound

This paper cites Gemma scope: Open sparse autoencoders everywhere all at once on gemma 2,.

Sparse Autoencoder Insights on Voice Embeddings Gemma scope: Open sparse autoencoders everywhere all at once on gemma 2,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:10:33.249319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b7594a7-59f6-4735-b6aa-48d17cafefbc · outbound

This paper cites TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context.

Sparse Autoencoder Insights on Voice Embeddings TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.795144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b8782cd-32b0-42ac-8082-89382000a6c7 · outbound

This paper cites NeMo: a toolkit for Conversational AI and Large Language Models.

Sparse Autoencoder Insights on Voice Embeddings NeMo: a toolkit for Conversational AI and Large Language Models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T20:10:33.231714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c6c56c5-58c1-4b90-a799-88fa412ff859 · outbound

This paper cites Robust speech recognition via large-scale weak supervi- sion,.

Sparse Autoencoder Insights on Voice Embeddings Robust speech recognition via large-scale weak supervi- sion,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.806282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295d5822-a12f-4c41-9406-d985907c68e6 · outbound

This paper cites Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2.

Sparse Autoencoder Insights on Voice Embeddings Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T20:10:32.789781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c09f40a4-8500-4931-bcc1-a2a08584e441 · inbound

Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach cites this paper.

Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach Sparse Autoencoder Insights on Voice Embeddings

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:00:39.967921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4eedb172-729c-4e8b-ba19-7b5855550916 · inbound

Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach cites this paper.

Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach Sparse Autoencoder Insights on Voice Embeddings

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T00:23:29.977813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.