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Paper Citation Record · LEDGER

TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2209.03952.

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

pith.paper-citation-record.v1
2209.03952 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:03:41.137465Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 038509e1-0816-485e-b164-c5f229689d3c · inbound

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training cites this paper.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:41.137465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:41.137465Z digest=sha256:13e266765b86a37b8e1c682e423c96b4a5f178438e847f6132bb0449145fc380

Observation bec7901a-de7f-44d1-8884-392d20d90201 · inbound

Ranking the Impact of Contextual Specialization in Neural Speech Enhancement cites this paper.

Ranking the Impact of Contextual Specialization in Neural Speech Enhancement TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-11T12:54:14.084815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T12:54:14.084815Z digest=sha256:7da223cd16db175b6fd5205b887bdf1b37cb30d9f2f764023b17495be42d90c9

Observation 347e61e8-7764-4e36-afdf-2c39b8e7eb85 · inbound

TF-MossFormer: Integrating Convolution Gated Local-Global Attentions for Enhanced Time-Frequency Domain Monaural Speech Separation cites this paper.

TF-MossFormer: Integrating Convolution Gated Local-Global Attentions for Enhanced Time-Frequency Domain Monaural Speech Separation TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T08:25:44.194425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:25:44.194425Z digest=sha256:2aa06c999271f60bcedbaabb9b225a23c5fb0498d34b9397143003d8dcbb1bb4