Paper Citation Record · LEDGER

Neural Directional Filtering with Configurable Directivity Pattern at Inference

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2510.20253.

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

pith.paper-citation-record.v1
2510.20253 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:33:23.963536Z

measured 37 of 37 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 2026-08-04T08:33:18.980606Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:56:11.156072Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed987133-e150-4a3e-a310-2bb4e5c11665 · outbound

This paper cites an unresolved cited work.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:18.912236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc4ef16-0786-4f87-9c39-d89fc9c4e04f · outbound

This paper cites Neural Directional Filtering with Configurable Directivity Pattern at Inference.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Neural Directional Filtering with Configurable Directivity Pattern at Inference

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:18.980606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc6cd55d-11d0-4a8a-a99c-bc416444769e · outbound

This paper cites an unresolved cited work.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:33:19.118089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb32e43-a223-41f3-af79-7fd50f7046bb · outbound

This paper cites an unresolved cited work.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:19.289715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef6cb234-264c-4942-becf-8ca0527dbbdc · outbound

This paper cites Conditioning methods We study and compare the two conditioning methods in FiLM-JNF and PV-JNF, using Recipe A, which consists only of a finite number of specific1 st-order patterns.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Conditioning methods We study and compare the two conditioning methods in FiLM-JNF and PV-JNF, using Recipe A, which consists only of a finite number of specific1 st-order patterns

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:19.456328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbbe4e77-ab56-4905-a5e2-03fd8e3c8d3f · outbound

This paper cites For this, we integrated the FiLM layer into the JNF architecture, creating the FiLM-JNF model, which enables the conditioning of user-defined patterns.

Neural Directional Filtering with Configurable Directivity Pattern at Inference For this, we integrated the FiLM layer into the JNF architecture, creating the FiLM-JNF model, which enables the conditioning of user-defined patterns

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.164948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f7efd9-6593-4267-9254-902eea3c3027 · outbound

This paper cites The hardware is funded by the German Research Foundation (DFG).

Neural Directional Filtering with Configurable Directivity Pattern at Inference The hardware is funded by the German Research Foundation (DFG)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.283223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f5a614-919e-495b-b652-36d8077342b1 · outbound

This paper cites Superdirectional microphone arrays,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Superdirectional microphone arrays,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.420842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 183eec45-e72e-41a2-94e4-9f66bf80f4b3 · outbound

This paper cites an unresolved cited work.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.534956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 141e7b9a-e598-479d-a651-a01466ed9866 · outbound

This paper cites Fixed beamforming,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Fixed beamforming,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.638217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49b665b-7b63-477d-bbe7-5a29e3de8ffb · outbound

This paper cites Spatial filtering using directional audio coding parameters,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Spatial filtering using directional audio coding parameters,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.752546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2654d3-2998-4249-a2e5-98f608f3b82d · outbound

This paper cites Geometry-based spatial sound acqui- sition using distributed microphone arrays,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Geometry-based spatial sound acqui- sition using distributed microphone arrays,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:20.892774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5991fe-9fba-4de9-8d01-a2dc7ffb0ae9 · outbound

This paper cites An informed LCMV filter based on multiple instantaneous direction-of- arrival estimates,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference An informed LCMV filter based on multiple instantaneous direction-of- arrival estimates,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.013657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9bded6c-7176-46c2-97bf-1717eebd523b · outbound

This paper cites An informed parametric spatial filter based on instantaneous direction-of-arrival estimates,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference An informed parametric spatial filter based on instantaneous direction-of-arrival estimates,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.121163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1541bca8-0166-418e-8b11-24a242c8fa1e · outbound

This paper cites Paramet- ric spatial sound processing: A flexible and efficient solution to sound scene acquisition, modification, and reproduction,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Paramet- ric spatial sound processing: A flexible and efficient solution to sound scene acquisition, modification, and reproduction,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.235313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e1876c-d976-48fa-bbd2-3ea8ce76d8c5 · outbound

This paper cites Sound field model violations in parametric spatial sound processing,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Sound field model violations in parametric spatial sound processing,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.418570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d6f0116-ee66-485f-98f0-4279a4f55290 · outbound

This paper cites ReZero: Region-Customizable Sound Extraction,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference ReZero: Region-Customizable Sound Extraction,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.540165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d65a07-3a95-4275-95e9-3f4b02d862a3 · outbound

This paper cites The cone of silence: Speech sep- aration by localization,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference The cone of silence: Speech sep- aration by localization,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.690635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdae3a56-fda5-471e-8562-421fc41711df · outbound

This paper cites Learning to separate voices by spatial regions,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Learning to separate voices by spatial regions,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:21.873081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6ae728-e3f2-428e-bbe0-cf03fadd1617 · outbound

This paper cites Deep Audio Zooming: Beamwidth-Controllable Neural Beamformer.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Deep Audio Zooming: Beamwidth-Controllable Neural Beamformer

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.015474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3458d2-1f41-4471-9868-bdf5513c3184 · outbound

This paper cites Neural directed speech enhancement with dual micro- phone array in high noise scenario,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Neural directed speech enhancement with dual micro- phone array in high noise scenario,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.194598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab3761d-d1db-4ee0-bc6b-4f8152e4f4a9 · outbound

This paper cites Nonlinear spatial filter- ing in multichannel speech enhancement,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Nonlinear spatial filter- ing in multichannel speech enhancement,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.343496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d32bf56-62a9-4aa2-9fdf-77b7f0e2cc29 · outbound

This paper cites Spatially selective deep non-linear filters for speaker extraction,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Spatially selective deep non-linear filters for speaker extraction,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.443503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f092a6cf-5074-4a87-96f9-214662007462 · outbound

This paper cites Insights into deep non- linear filters for improved multi-channel speech enhancement,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Insights into deep non- linear filters for improved multi-channel speech enhancement,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.611026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dcc6b9b-1e89-4c21-adf7-d3eabcb2e523 · outbound

This paper cites Multi-channel speech separation using spatially selective deep non-linear filters,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Multi-channel speech separation using spatially selective deep non-linear filters,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.754747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 669fda12-0c95-48d5-a6af-7cefb81b059c · outbound

This paper cites Neural Directional Filtering: Far-field directivity control with a small microphone array,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Neural Directional Filtering: Far-field directivity control with a small microphone array,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:22.888145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c454a6-24b5-4cf1-ba87-36ed16a45804 · outbound

This paper cites Steerable neural directional filtering,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Steerable neural directional filtering,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.018835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e12c26f1-a121-4885-840e-34065dca09b2 · outbound

This paper cites FiLM: Visual reasoning with a general conditioning layer,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference FiLM: Visual reasoning with a general conditioning layer,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.166120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e437a872-0202-4a26-9c35-2c874081f8a3 · outbound

This paper cites an unresolved cited work.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.288153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0632e1ee-c5a2-4b45-9689-2e6b72b271d6 · outbound

This paper cites RIR generator,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference RIR generator,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.401809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2be8967-59b7-4b11-99c6-88c58fcf75b5 · outbound

This paper cites LibriSpeech: An ASR corpus based on public domain audio books,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference LibriSpeech: An ASR corpus based on public domain audio books,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.498831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac466efd-7e5c-4334-af35-d0ac1d6e057a · outbound

This paper cites EARS: An anechoic fullband speech dataset benchmarked for speech enhancement and dereverberation,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference EARS: An anechoic fullband speech dataset benchmarked for speech enhancement and dereverberation,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.627795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 866c5400-ea31-4f5a-b7ef-979057023bc9 · outbound

This paper cites Recommendation ITU-R BS.1770-5: Algorithms to measure audio programme loudness and true-peak audio level,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Recommendation ITU-R BS.1770-5: Algorithms to measure audio programme loudness and true-peak audio level,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.770162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67180e5-5cc6-4937-ade8-48ae0c6fc816 · outbound

This paper cites Performance measurement in blind audio source separation,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference Performance measurement in blind audio source separation,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.838983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f642090a-2cc3-42b2-a35f-85b883488829 · outbound

This paper cites SA-SDR: A novel loss function for separation of meeting style data,.

Neural Directional Filtering with Configurable Directivity Pattern at Inference SA-SDR: A novel loss function for separation of meeting style data,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T08:33:23.963536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8cc4ef16-0786-4f87-9c39-d89fc9c4e04f · inbound