Paper Citation Record · LEDGER

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction

As of 21 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2607.08111.

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

pith.paper-citation-record.v1
2607.08111 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T12:54:17.490105Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:11:17.417789Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T20:11:17.767198Z

Reference resolution

28 of 28 outbound references displayed

verified exact9
verified fuzzy18
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2f01861-67ed-4bcc-9e2f-22a0fc83e479 · outbound

This paper cites VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.591118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 97511a37-16b3-4bdb-b48b-cc998df44de2 · outbound

This paper cites Speakerfilter: Deep learning-based target speaker extraction using anchor speech,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Speakerfilter: Deep learning-based target speaker extraction using anchor speech,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.731870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a6d5d5d7-6341-42d4-945e-dfbd1d71960c · outbound

This paper cites Neural target speech extraction: An overview,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Neural target speech extraction: An overview,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.754105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e6a1fbaa-405b-4d83-b31e-6448ab2068e1 · outbound

This paper cites Multimodal attention fusion for target speaker extraction,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Multimodal attention fusion for target speaker extraction,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.730190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c60e289-7a5d-4e25-b9b2-f444a8621ba6 · outbound

This paper cites Improving curriculum learning for target speaker extraction with synthetic speakers,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Improving curriculum learning for target speaker extraction with synthetic speakers,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.749000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ca1e4a0-0ea6-4acb-9374-b6549f135a8c · outbound

This paper cites Conv-tasnet: Surpassing ideal time– frequency magnitude masking for speech separation.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Conv-tasnet: Surpassing ideal time– frequency magnitude masking for speech separation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.755891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7b9a6719-2df7-4be1-9dba-ac3334696b63 · outbound

This paper cites Dual-path rnn: Efficient long sequence modeling for time-domain single-channel speech separation,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Dual-path rnn: Efficient long sequence modeling for time-domain single-channel speech separation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.757677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88fd459b-bb2e-4b91-8cb8-6158bf2d9d6b · outbound

This paper cites Attention is all you need in speech separation,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Attention is all you need in speech separation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.733619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 554a92f9-10f1-40d3-aa59-329714754699 · outbound

This paper cites Usef-tse: Universal speaker embedding free target speaker extraction,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Usef-tse: Universal speaker embedding free target speaker extraction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.737022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0b89346-19b4-42e1-aa2f-9a012d5cdb37 · outbound

This paper cites Mc-lext: Multi-channel target speaker extraction with onset-prompted speaker conditioning mechanism,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Mc-lext: Multi-channel target speaker extraction with onset-prompted speaker conditioning mechanism,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.742181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b0eaae2-912c-49b4-9964-ba0ed5944056 · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction VoxCeleb: a large-scale speaker identification dataset

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.585404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6526d0f5-f666-43ac-8e52-b41e47a769a1 · outbound

This paper cites Deep clustering: Discriminative embeddings for segmentation and separation,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Deep clustering: Discriminative embeddings for segmentation and separation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.750695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d613abed-a7c3-418e-9e39-ea4a1dba0775 · outbound

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

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction LibriMix: An Open-Source Dataset for Generalizable Speech Separation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.568338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a362931b-6417-4c0f-92aa-83ee938b679b · outbound

This paper cites The ami meeting corpus: A pre-announcement,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction The ami meeting corpus: A pre-announcement,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.735283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0fd5958d-17ca-4604-9ac3-e28a0335e2e5 · outbound

This paper cites M2met: The icassp 2022 multi-channel multi- party meeting transcription challenge,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction M2met: The icassp 2022 multi-channel multi- party meeting transcription challenge,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.728511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79cf3135-7a32-4bbe-ab95-7073fe312917 · outbound

This paper cites CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.574165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 463ff111-9c44-4383-a0b0-a1f9f4f62edb · outbound

This paper cites AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T12:57:07.582762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a965f09c-fb7b-4f3b-9762-05ea6ef3bf37 · outbound

This paper cites DiPCo -- Dinner Party Corpus.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction DiPCo -- Dinner Party Corpus

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.579924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad7f40aa-4115-4d27-a109-d67dfbb693c7 · outbound

This paper cites REAL-T: Real Conversational Mixtures for Target Speaker Extraction,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction REAL-T: Real Conversational Mixtures for Target Speaker Extraction,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.747258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 57a8e247-aafe-4edc-bc59-7bcd318aac71 · outbound

This paper cites Sdr–half-baked or well done?.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Sdr–half-baked or well done?

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.745482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1dda5e59-a9cc-494a-a3ed-6354d203b409 · outbound

This paper cites A statistical model-based voice activity detection,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction A statistical model-based voice activity detection,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.743883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a808baec-1e83-4c55-9f59-4a11deff5b02 · outbound

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

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Robust Speech Recognition via Large-Scale Weak Supervision

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.588117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2a0fbfe-7974-44d5-b8ca-4a57a5ac6841 · outbound

This paper cites High Fidelity Speech Enhancement with Band-split RNN.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction High Fidelity Speech Enhancement with Band-split RNN

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.565527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 92e32f92-5497-4c58-a268-ba1c521a3fa8 · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.596894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 117291d4-408e-4a68-aa7a-cfefd13098a1 · outbound

This paper cites Cross-entropy loss functions: Theoretical analysis and applications,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Cross-entropy loss functions: Theoretical analysis and applications,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.740393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4c1081b-c9f1-41f6-b031-f824b2c33f27 · outbound

This paper cites Wespeaker: A research and production oriented speaker embedding learning toolkit,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Wespeaker: A research and production oriented speaker embedding learning toolkit,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.738715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 46ebe8a1-5261-487f-ac1b-0622096fc1b0 · outbound

This paper cites Dnsmos: A non-intrusive perceptual objective speech quality metric to evaluate noise suppressors,.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction Dnsmos: A non-intrusive perceptual objective speech quality metric to evaluate noise suppressors,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:57:07.752411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 855dc388-b15c-4da1-8957-6444778d835e · outbound

This paper cites An Open source Implementation of ITU-T Recommendation P.808 with Validation.

PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction An Open source Implementation of ITU-T Recommendation P.808 with Validation

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:57:07.571418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 3a2c279c-6dfb-463f-8a7b-c2b2b003c788 · inbound

DAVE: A Decoupled Audio-Visual Enhancement Framework for Real-World Speech Separation cites this paper.

DAVE: A Decoupled Audio-Visual Enhancement Framework for Real-World Speech Separation PS4: Proxy-Supervised Joint Training for Real Target Speaker Extraction

Reference 2026

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T20:11:17.777692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.