Paper Citation Record · LEDGER

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.09570.

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

pith.paper-citation-record.v1
2507.09570 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:57:10.638866Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

34 of 34 outbound references displayed

verified exact3
verified fuzzy19
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1770cc71-7c09-4e42-b603-5b953cc812c9 · outbound

This paper cites Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.461560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 230234ee-d22b-40bf-9021-207e134286c7 · outbound

This paper cites Context-dependent sound event detection,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Context-dependent sound event detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.258803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28e7abcd-239b-44ca-a05b-5d1856a1c1d5 · outbound

This paper cites Acoustic event detection in real life recordings,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Acoustic event detection in real life recordings,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.240897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 565e1df0-9d40-43d5-88fe-a5610797add9 · outbound

This paper cites FMSG- JLESS submission for DCASE 2024 task4 on sound event detection with heterogeneous training dataset and potentially missing labels,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet FMSG- JLESS submission for DCASE 2024 task4 on sound event detection with heterogeneous training dataset and potentially missing labels,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.223808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4cf4f565-2e3a-4914-94e4-43572f779b4b · outbound

This paper cites WildDESED: An LLM- powered dataset for wild domestic environment sound event detection system,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet WildDESED: An LLM- powered dataset for wild domestic environment sound event detection system,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.206571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9774cf50-7d59-4a2f-a7a9-a803cca9baad · outbound

This paper cites UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.489465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cdaf043-7510-454f-b971-626efe599679 · outbound

This paper cites DG-SED: Domain Generalization for Sound Event Detection with Heterogeneous Training Data.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet DG-SED: Domain Generalization for Sound Event Detection with Heterogeneous Training Data

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.495073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b914c395-9fbd-4236-b93f-47becbac13ee · outbound

This paper cites Multiple emitter location and signal pa- rameter estimation,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Multiple emitter location and signal pa- rameter estimation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.190243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c50665c-1860-4a7e-adb7-ba2ed21d43ce · outbound

This paper cites Where's That Voice Coming? Continual Learning for Sound Source Localization.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Where's That Voice Coming? Continual Learning for Sound Source Localization

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:57:10.881510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 98de5ad4-0c58-47ee-8c34-c5fa101b94e7 · outbound

This paper cites An Improved Event-Independent Net- work for Polyphonic Sound Event Localization and Detection,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet An Improved Event-Independent Net- work for Polyphonic Sound Event Localization and Detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.172466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3fd0da71-20b8-4217-8714-e07de56b32d5 · outbound

This paper cites ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.516419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e6cab15-a4e0-4192-ab6e-dd9ad126ddc1 · outbound

This paper cites Multi-ACCDOA: Localizing and Detecting Overlapping Sounds from the Same Class with Auxiliary Duplicating Permutation Invariant Training.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Multi-ACCDOA: Localizing and Detecting Overlapping Sounds from the Same Class with Auxiliary Duplicating Permutation Invariant Training

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:57:10.841998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0cb43ad-fbde-40b5-8c05-f4c9099ef7fd · outbound

This paper cites A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:57:10.819618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f279602c-e2e1-48f0-b97e-da2a7ae74752 · outbound

This paper cites PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.156215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9082b0e0-d3da-4199-a88c-2ae0bed190bc · outbound

This paper cites PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.536756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e94711d-41dc-4b9b-b442-dfcc01a66665 · outbound

This paper cites Efficient Training of Audio Transformers with Patchout.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Efficient Training of Audio Transformers with Patchout

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.542254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3594eb40-aa50-4d1f-aa81-41edd030dc88 · outbound

This paper cites HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.547383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de27121e-4299-4f4f-b4e0-3cc4f710b102 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Mamba: Linear-Time Sequence Modeling with Selective State Spaces,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.139962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a51ef3ab-93ec-44e2-8f6c-c4daf11d01b2 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.557141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a06e65c-62bc-4206-92a4-132a3b64c22b · outbound

This paper cites SPMamba: State-space model is all you need in speech separation.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet SPMamba: State-space model is all you need in speech separation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.562636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b305f8-63fc-47a5-a603-bb8ee7d4cc41 · outbound

This paper cites TF-Mamba: A Time-Frequency Network for Sound Source Localization.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet TF-Mamba: A Time-Frequency Network for Sound Source Localization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.568516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1f55789-8148-4f94-8cc2-e01d295050c6 · outbound

This paper cites XLSR-Mamba: a dual-column bidirectional state space model for spoofing attack detection,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet XLSR-Mamba: a dual-column bidirectional state space model for spoofing attack detection,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.123050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b58e98fc-743b-4ddb-bdb1-a9da8ed587de · outbound

This paper cites Mamba in Speech: Towards an Alternative to Self-Attention,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Mamba in Speech: Towards an Alternative to Self-Attention,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.106141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de73558b-270c-406b-8a55-47ef9016330a · outbound

This paper cites SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:10.584768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0201688c-3e95-44d7-baf1-d5af7961de45 · outbound

This paper cites Fonseca, X.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Fonseca, X

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.089042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94244e51-cb99-416a-96e3-ae2512ef20c2 · outbound

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

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Image method for efficiently simulating small-room acoustics,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.071710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f8a3b5a-1ad3-4132-8ecf-aa0de9f3d109 · outbound

This paper cites Rafaely, Fundamentals of Spherical Array Process- ing.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Rafaely, Fundamentals of Spherical Array Process- ing

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-06T17:57:10.601046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d33a7fe-ea22-4a19-ac14-056f1a618ccf · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Efficiently Modeling Long Sequences with Structured State Spaces,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.054598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c972436-0bcc-4826-a708-9127ea7c4cc3 · outbound

This paper cites DCASE2025 Task3 Stereo SELD Dataset,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet DCASE2025 Task3 Stereo SELD Dataset,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.035802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b58e63d-978c-4054-8875-1675ea1f86f6 · outbound

This paper cites STARSS23: Sony-TAu Realistic Spatial Soundscapes 2023,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet STARSS23: Sony-TAu Realistic Spatial Soundscapes 2023,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.017982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7a1a083-0366-44f7-a66d-d18d73e57883 · outbound

This paper cites A multi-level feature extraction network for sound event localization and detection in dcase 2025 task 3,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet A multi-level feature extraction network for sound event localization and detection in dcase 2025 task 3,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:11.001398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b15b4206-b64a-4140-97a6-0e288225cda4 · outbound

This paper cites Enhancing stereo sound event localization and detection through pre- trained audio representations and hybrid architectures,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Enhancing stereo sound event localization and detection through pre- trained audio representations and hybrid architectures,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:10.985243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09211142-961e-45cf-8233-05ab656888bf · outbound

This paper cites Resnet-conformer for stereo sound event localization and distance estimation in dcase 2025 task3,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet Resnet-conformer for stereo sound event localization and distance estimation in dcase 2025 task3,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:10.969074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e313b286-7d5e-47eb-a57f-180dfb0c774f · outbound

This paper cites A conformer-based ensem- ble approach for sound event localization and detection for stereo data,.

Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet A conformer-based ensem- ble approach for sound event localization and detection for stereo data,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:10.952973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.