Paper Citation Record · LEDGER

Robust Target Speaker Direction of Arrival Estimation

As of 18 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2412.18913.

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

pith.paper-citation-record.v1
2412.18913 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:24:44.645502Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:13:05.464848Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T13:13:07.286138Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy24
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ae4d5fd-9df1-4b86-9320-cab07df8f3f2 · outbound

This paper cites 3s-tse: Efficient three-stage target speaker extraction for real-time and low-resource applications,.

Robust Target Speaker Direction of Arrival Estimation 3s-tse: Efficient three-stage target speaker extraction for real-time and low-resource applications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.113877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5d94ac75-f9a6-413c-997d-d63a380eee72 · outbound

This paper cites Multiple emitter location and signal parameter estimation,.

Robust Target Speaker Direction of Arrival Estimation Multiple emitter location and signal parameter estimation,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.405178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5524fb-8dac-4630-b2b5-c64ea4e16417 · outbound

This paper cites Esprit-estimation of signal parameters via rota- tional invariance techniques,.

Robust Target Speaker Direction of Arrival Estimation Esprit-estimation of signal parameters via rota- tional invariance techniques,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.090089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c232291b-a8d8-4629-a048-295a75043216 · outbound

This paper cites Real-time passive source localization: A practical linear-correction least-squares approach,.

Robust Target Speaker Direction of Arrival Estimation Real-time passive source localization: A practical linear-correction least-squares approach,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.075201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e626aaf8-6b9e-49b4-bf04-b9ac6f82c2ea · outbound

This paper cites The generalized correlation method for estimation of time delay,.

Robust Target Speaker Direction of Arrival Estimation The generalized correlation method for estimation of time delay,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.419196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46208f6-b7f0-4d10-891c-e20bf37b8254 · outbound

This paper cites A robust method for speech signal time-delay estimation in reverberant rooms,.

Robust Target Speaker Direction of Arrival Estimation A robust method for speech signal time-delay estimation in reverberant rooms,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.052181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b02ccd99-9e03-450d-b010-1f6a2ca94d91 · outbound

This paper cites Time-delay estimation via linear interpolation and cross correlation,.

Robust Target Speaker Direction of Arrival Estimation Time-delay estimation via linear interpolation and cross correlation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.037491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3500348a-ae26-4c89-9d61-986943256d22 · outbound

This paper cites Maximum likelihood methods for direction-of-arrival estimation,.

Robust Target Speaker Direction of Arrival Estimation Maximum likelihood methods for direction-of-arrival estimation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.433328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4889bc52-3ce8-4e3c-9a19-2d83adda77b0 · outbound

This paper cites Robust doa estimation of multiple speech sources,.

Robust Target Speaker Direction of Arrival Estimation Robust doa estimation of multiple speech sources,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.023077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 59873aaa-14ec-47d0-90a5-e55404729365 · outbound

This paper cites Benesty, J.

Robust Target Speaker Direction of Arrival Estimation Benesty, J

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:45.009026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5c65f162-79fd-4e52-b62b-4632b838b56e · outbound

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

Robust Target Speaker Direction of Arrival Estimation Conv-tasnet: Surpassing ideal time– frequency magnitude masking for speech separation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.446053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aeea0b2-39b5-4bca-a968-c3d90cc9e248 · outbound

This paper cites Multi-microphone complex spectral mapping for utterance-wise and continuous speech separation,.

Robust Target Speaker Direction of Arrival Estimation Multi-microphone complex spectral mapping for utterance-wise and continuous speech separation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.985862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 099a34e0-358b-4778-a613-fb9dd34f03d6 · outbound

This paper cites End-to-end mi- crophone permutation and number invariant multi-channel speech sep- aration,.

Robust Target Speaker Direction of Arrival Estimation End-to-end mi- crophone permutation and number invariant multi-channel speech sep- aration,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.971783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e83602ca-05d2-452a-9f99-272e555892b8 · outbound

This paper cites An alternative approach to linearly constrained adaptive beamforming,.

Robust Target Speaker Direction of Arrival Estimation An alternative approach to linearly constrained adaptive beamforming,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.957208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 85f88077-0923-46a4-b58b-82224fda16ac · outbound

This paper cites A short- time objective intelligibility measure for time-frequency weighted noisy speech,.

Robust Target Speaker Direction of Arrival Estimation A short- time objective intelligibility measure for time-frequency weighted noisy speech,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.462902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9103b53-7ce3-43d4-8241-44a8535e5b79 · outbound

This paper cites Sound source localization based on deep neural networks with directional activate function exploiting phase in- formation,.

Robust Target Speaker Direction of Arrival Estimation Sound source localization based on deep neural networks with directional activate function exploiting phase in- formation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.933784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd4664dd-5c06-47f5-9da4-176a3635c66d · outbound

This paper cites A learning-based approach to direction of arrival estimation in noisy and reverberant environments,.

Robust Target Speaker Direction of Arrival Estimation A learning-based approach to direction of arrival estimation in noisy and reverberant environments,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.918359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 627d066a-8d21-49f7-8f0e-36271172d234 · outbound

This paper cites Broadband doa estimation using convolutional neural networks trained with noise signals,.

Robust Target Speaker Direction of Arrival Estimation Broadband doa estimation using convolutional neural networks trained with noise signals,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.904003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation df908d78-377f-4adb-8891-c592f23685cb · outbound

This paper cites Online direction of arrival estimation based on deep learning,.

Robust Target Speaker Direction of Arrival Estimation Online direction of arrival estimation based on deep learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.889286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3bc267f4-5927-4206-875a-d19f8ac3ee32 · outbound

This paper cites Signal- aware broadband doa estimation using attention mechanisms,.

Robust Target Speaker Direction of Arrival Estimation Signal- aware broadband doa estimation using attention mechanisms,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.875007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a4b46ee6-bce2-488f-a1ee-68c98f9778d0 · outbound

This paper cites Signal-aware direction-of- arrival estimation using attention mechanisms,.

Robust Target Speaker Direction of Arrival Estimation Signal-aware direction-of- arrival estimation using attention mechanisms,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.860272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cbdab97a-faee-4622-9c3e-6b18126975ab · outbound

This paper cites A convolutional recurrent neural network for real- time speech enhancement.

Robust Target Speaker Direction of Arrival Estimation A convolutional recurrent neural network for real- time speech enhancement

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.492267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea52eee-7d29-4f83-87ba-863f1b9daace · outbound

This paper cites Learning complex spectral mapping with gated convolutional recurrent networks for monaural speech en- hancement,.

Robust Target Speaker Direction of Arrival Estimation Learning complex spectral mapping with gated convolutional recurrent networks for monaural speech en- hancement,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.836928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 87f156f9-768f-4b53-b2ee-bd3966f7c8e0 · outbound

This paper cites Spatialnet: Extensively learning spatial information for multichannel joint speech separation, denoising and dereverberation,.

Robust Target Speaker Direction of Arrival Estimation Spatialnet: Extensively learning spatial information for multichannel joint speech separation, denoising and dereverberation,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.500438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e98e7f-a10a-42b8-a368-3a774d9cc897 · outbound

This paper cites Attention is all you need,.

Robust Target Speaker Direction of Arrival Estimation Attention is all you need,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.504475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80f88ed-65f0-452a-85ea-97970ba73268 · outbound

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

Robust Target Speaker Direction of Arrival Estimation Speakerfilter: Deep learning-based target speaker extraction using anchor speech,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.804409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b9464a8-a0a0-49a7-a1ca-1bbf7d336e0f · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books,.

Robust Target Speaker Direction of Arrival Estimation Librispeech: an asr corpus based on public domain audio books,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T04:24:44.512600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9351ec3-24dd-43b2-bcb2-c291496edaf9 · outbound

This paper cites Icassp 2022 deep noise suppression challenge,.

Robust Target Speaker Direction of Arrival Estimation Icassp 2022 deep noise suppression challenge,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.780249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f34f330a-b49e-4eaf-97b1-18c4ce8fbc32 · outbound

This paper cites Image method for efficiently simulating small-room acoustics,.

Robust Target Speaker Direction of Arrival Estimation Image method for efficiently simulating small-room acoustics,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.764350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c09c8a95-3ce8-4f87-bdbd-ea447b06ea8e · outbound

This paper cites an unresolved cited work.

Robust Target Speaker Direction of Arrival Estimation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:24:44.749364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b09989be-064e-4b4e-ac4a-e4864411dc2e · outbound

This paper cites Hierarchical speaker representation for target speaker extraction,.

Robust Target Speaker Direction of Arrival Estimation Hierarchical speaker representation for target speaker extraction,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.734865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b26f6a2f-9483-4d63-b73d-a482efb8c681 · outbound

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

Robust Target Speaker Direction of Arrival Estimation ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.706023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ffd42b03-ffcd-426e-bffd-8ac05514a813 · outbound

This paper cites Tea-pse: Tencent-ethereal-audio-lab personalized speech enhancement system for icassp 2022 dns challenge,.

Robust Target Speaker Direction of Arrival Estimation Tea-pse: Tencent-ethereal-audio-lab personalized speech enhancement system for icassp 2022 dns challenge,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.691296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2743d1d0-1b4d-4e00-9b8c-11a0df265d42 · outbound

This paper cites Available: https://api.semanticscholar.org/CorpusID: 253223893.

Robust Target Speaker Direction of Arrival Estimation Available: https://api.semanticscholar.org/CorpusID: 253223893

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:24:44.720425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation dc996a2d-6232-47b6-9e87-579f5db58619 · inbound

End-to-End DOA-Guided Speech Extraction in Noisy Multi-Talker Scenarios cites this paper.

End-to-End DOA-Guided Speech Extraction in Noisy Multi-Talker Scenarios Robust Target Speaker Direction of Arrival Estimation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:13:07.394934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.