Paper Citation Record · LEDGER

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling

As of 23 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2607.06088.

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

pith.paper-citation-record.v1
2607.06088 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T17:05:57.548636Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

29 of 29 outbound references displayed

verified exact12
verified fuzzy3
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98caee44-f633-454c-8c87-029e86c41483 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.580686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8b58513d-a805-431f-91e3-695e523fb7c8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Evaluating Large Language Models Trained on Code

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.340296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0e8977e-927f-492b-bb3e-14609512a489 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.583803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83313b97-f839-4ffa-a4a4-694f47a181b5 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Training Verifiers to Solve Math Word Problems

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.343028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b710879f-8526-4a43-b49f-89441c5d00c2 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.585381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fb7266b1-5393-4087-bbb9-ed013a370ef5 · outbound

This paper cites LibriMix: An Open-Source Dataset for Generalizable Speech Separation.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling LibriMix: An Open-Source Dataset for Generalizable Speech Separation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.327729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea1dd5ba-ca57-4e64-bdd2-02e4d8b83562 · outbound

This paper cites ECAPA-TDNN: Emphasized channel attention, propaga- tion and aggregation in TDNN based speaker verification.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling ECAPA-TDNN: Emphasized channel attention, propaga- tion and aggregation in TDNN based speaker verification

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:15:09.572741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 45070879-e7dc-47f0-a8b1-d76e122a9113 · outbound

This paper cites EDSep: An effective diffusion-based method for speech source separation.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling EDSep: An effective diffusion-based method for speech source separation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:15:09.574455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b6540e7d-63d7-4b15-98c2-06e0d80df091 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.576080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a603e428-e70d-4ed7-8337-0c589ad3469f · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.587220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bf7c78c5-02f7-4a42-ba25-3cc9ebef01f5 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.590563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 72edd39d-8aaa-45d6-b1df-bdc3681c2476 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.569453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 92553417-e0c4-4886-ad80-48cd2a676c67 · outbound

This paper cites NeMo: a toolkit for building AI applications using Neural Modules.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling NeMo: a toolkit for building AI applications using Neural Modules

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.334491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 95013fcd-a971-4116-a222-4ec4b8f2f699 · outbound

This paper cites Advances in Speech Separation: Techniques, Challenges, and Future Trends.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Advances in Speech Separation: Techniques, Challenges, and Future Trends

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.322662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ebca63d0-783c-491b-a465-9b01f0d18f6f · outbound

This paper cites Flow Matching for Generative Modeling.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Flow Matching for Generative Modeling

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.320028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a6f7fb17-4fd9-43f5-9807-ecc0f7b199c6 · outbound

This paper cites SepIt: Approaching a Single Channel Speech Separation Bound.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling SepIt: Approaching a Single Channel Speech Separation Bound

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.325225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d94443dc-edac-4c7d-8081-8eca3d499909 · outbound

This paper cites S., and Zisserman, A.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling S., and Zisserman, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:15:09.567963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9c382592-5c83-4823-8571-7b5531156691 · outbound

This paper cites Robust Speaker Recognition with Transformers Using wav2vec 2.0.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Robust Speaker Recognition with Transformers Using wav2vec 2.0

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.348343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d540d96-2362-4992-aea1-64f0fa0f519b · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.566323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 87dfd0b8-8c40-49cb-9ccb-acaee338b711 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.571030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d39faf57-00c3-4715-9077-a34cbc99e40d · outbound

This paper cites arXiv preprint arXiv:2509.14128 , year =.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling arXiv preprint arXiv:2509.14128 , year =

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-08T17:15:09.330592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c798fa11-afab-444c-a01e-ea5d431121a8 · outbound

This paper cites Meanflow- tse: One-step generative target speaker extraction with mean flow.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Meanflow- tse: One-step generative target speaker extraction with mean flow

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-08T17:15:09.351563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5af71a85-b8d4-489e-9b08-f885d1464f57 · outbound

This paper cites MUSAN: A Music, Speech, and Noise Corpus.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling MUSAN: A Music, Speech, and Noise Corpus

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.345586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2da38dae-9971-4cc6-9f34-919572b2b02c · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.592361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fa2a15a6-a879-4e83-9206-10b9c841cfb1 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.588887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 992bbaaa-5624-410e-af76-69ede02c58d5 · outbound

This paper cites SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.337514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2b912977-9987-423d-adfe-32c99db1c3fd · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.579164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2d3eca66-1be3-4358-a97b-f7b7b3638e9e · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.582222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 33c81013-4249-455c-99f1-3ddd65ef7f70 · outbound

This paper cites an unresolved cited work.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-07-08T17:15:09.577629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.