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Paper Citation Record · LEDGER

Towards Understanding of Frequency Dependence on Sound Event Detection

As of 23 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 3 inbound Pith citation observations for arXiv:2502.07208.

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

pith.paper-citation-record.v1
2502.07208 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:30:32.799186Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:29:05.060221Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:55:02.086940Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy50
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62d85352-0122-44d8-a1cb-8e6d7cd352f4 · outbound

This paper cites Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.382588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.646141Z digest=sha256:479b70aeb2c812a085d24c2c28f2f7c276b52bc2c365921f5bbdb441d3372ed0

Observation 391557a6-f23e-4773-8d3a-24db6934f563 · outbound

This paper cites Virtanen, M.

Towards Understanding of Frequency Dependence on Sound Event Detection Virtanen, M

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.374271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.649463Z digest=sha256:989c0596dc27b3b5fb4381971265406812340af76ed4e9175194b7f3d3675f19

Observation a6902688-8549-499c-b8db-cbb095490878 · outbound

This paper cites Metrics for polyphonic sound event detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Metrics for polyphonic sound event detection,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.366160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.652106Z digest=sha256:ae2822c8ca2b0dbda3d0f8a3df82f86a0812be00d2e4141793bcb1735ab4d607

Observation 38779a1b-ccfe-482e-b385-18f203a6df35 · outbound

This paper cites Improving Sound Event Detection Metrics: Insights from DCASE 2020,.

Towards Understanding of Frequency Dependence on Sound Event Detection Improving Sound Event Detection Metrics: Insights from DCASE 2020,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.357754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.655254Z digest=sha256:02bb0bf5f7353b541f4495a96c6b49c4069657569af43066e42a8bb6f06999ec

Observation 3c4e8d67-691c-4486-872d-cff46f9c3338 · outbound

This paper cites Heavily Augmented Sound Event Detection utilizing Weak Predictions,.

Towards Understanding of Frequency Dependence on Sound Event Detection Heavily Augmented Sound Event Detection utilizing Weak Predictions,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.349764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.658083Z digest=sha256:f0ca9593506dcee0ee9aa4da282e1e28892e99a04ef8d42f5c1dd6c101aab515

Observation 375cbb9a-5845-4a6b-ba7a-65edb8bce2c8 · outbound

This paper cites SEMI-SUPERVISED SOUND EVENT DETECTION SYSTEM FOR DCASE 2022 TASK 4,.

Towards Understanding of Frequency Dependence on Sound Event Detection SEMI-SUPERVISED SOUND EVENT DETECTION SYSTEM FOR DCASE 2022 TASK 4,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.340872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.660654Z digest=sha256:2a598dc12715e97aa614695892fe37d636b647e891b0c6f6a85ad98f8de89dfe

Observation ee3ca374-7516-4f79-8b6c-51aaa3159eb9 · outbound

This paper cites SELF-TRAINING FOR SOUND EVENT DETECTION IN AUDIO MIXTURES,.

Towards Understanding of Frequency Dependence on Sound Event Detection SELF-TRAINING FOR SOUND EVENT DETECTION IN AUDIO MIXTURES,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.332358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.663415Z digest=sha256:8951ffbe024b508760bf9ffd5ccc642af7248dd616cb0a102584fc8e42175bcd

Observation c2916a86-67e4-4ec1-92cb-5f5654f0bc5b · outbound

This paper cites Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments,.

Towards Understanding of Frequency Dependence on Sound Event Detection Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.324245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.666462Z digest=sha256:1d56b7ceb3c9a12bf0a6539266844573bf4a9c45ce789572a912f8a5fd4262f1

Observation 8c3df492-ae8f-42d8-bde2-2dc982344de2 · outbound

This paper cites Sound Event Detection with Cross-Referencing Self-Training,.

Towards Understanding of Frequency Dependence on Sound Event Detection Sound Event Detection with Cross-Referencing Self-Training,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.315431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.669487Z digest=sha256:3fb8706e4dc4c0e20126aa72db05300550bea4bed1e4f3f5ae15dd5eb621e148

Observation 16db680c-5f6f-4f2c-8bae-80e7f63d43ca · outbound

This paper cites Zheng USTC Team’s Submission For DCASE2021 Task4 – Semi-Supervised Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Zheng USTC Team’s Submission For DCASE2021 Task4 – Semi-Supervised Sound Event Detection,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.306436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.672055Z digest=sha256:3b6695054f6d5fabea2266828d2852b1a5861fe3a46b72321830b162bf5b5884

Observation 8e459b6d-244f-4118-8351-7d08f46b7464 · outbound

This paper cites Conformer-Based Sound Event Detection With Semi-Supervised Learning and Data Augmentation,.

Towards Understanding of Frequency Dependence on Sound Event Detection Conformer-Based Sound Event Detection With Semi-Supervised Learning and Data Augmentation,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.298422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.675466Z digest=sha256:262f4c27e6eefa8eb671115588154896659e840723743d8b5fc999ca54db4d11

Observation 4ec14053-638d-4347-b3b2-733953a0f5cb · outbound

This paper cites Convolution-Augmented Conformer For Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Convolution-Augmented Conformer For Sound Event Detection,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.290539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.678703Z digest=sha256:e547e697a8a9ca785b750e99ff1cfa8f87adb1da44a1006c5c1005d21c491019

Observation 36475012-f011-400f-bea8-a4660d2d2d34 · outbound

This paper cites Specaugment: A simple data augmentation method for automatic speech recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection Specaugment: A simple data augmentation method for automatic speech recognition,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.281652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.681574Z digest=sha256:9f2e628c95a93581e522bc94862b04eb16273ef10ad4c269316854c0f1e4406e

Observation 7d85b105-7646-417b-9a4f-a82d938b59a0 · outbound

This paper cites Sound Event Detection Based On Self-Supervised Learning Of Wav2vec 2.0,.

Towards Understanding of Frequency Dependence on Sound Event Detection Sound Event Detection Based On Self-Supervised Learning Of Wav2vec 2.0,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.273497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.684035Z digest=sha256:e59d6d897cf5c3855b786fdda99f6e0a5583aa7ff3c1ba7620ab0575aa23a971

Observation e36056af-85bf-4188-aaf9-357989f6ef2c · outbound

This paper cites Conformer: Convolution-augmented transformer for speech recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection Conformer: Convolution-augmented transformer for speech recognition,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.265417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.686624Z digest=sha256:f09eafb5171417f04eb6ff7f3d8623ec0a81a2cc6fe01822bf774ddca31a77bb

Observation fa07ce2b-d0ca-430d-a798-544fded0f8c3 · outbound

This paper cites An overview of end-to-end automatic speech recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection An overview of end-to-end automatic speech recognition,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.256639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.689116Z digest=sha256:67c44da5e0dc221b742e7f00bf249140fc4c6d452ea5a579cd2884f62c22d834

Observation dfe74341-9420-4746-a034-8b74a74dc729 · outbound

This paper cites WAV2vec: Unsupervised pre-training for speech recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection WAV2vec: Unsupervised pre-training for speech recognition,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.248078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.691798Z digest=sha256:645b66a6863817c5a8f00698c102bde444b23a80138202a3a4b288a58862da98

Observation 173f591a-cf74-4ac6-8afa-48bc60be0b1f · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Towards Understanding of Frequency Dependence on Sound Event Detection wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.239857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.694729Z digest=sha256:f69a2ea1dc205b5217fe391ede53c532633f7ec56d0e1ecabc04341f0a7f51ec

Observation 6dc286a7-4dbe-42e5-a86d-302d81550ea5 · outbound

This paper cites Adaptive Convolutional Neural Network for Text-Independent Speaker Recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection Adaptive Convolutional Neural Network for Text-Independent Speaker Recognition,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.232044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.697370Z digest=sha256:df16315528e010a9d09b04feb3761f6f3325e6e3862fdbd0e674b619a2d50b4c

Observation 126ef078-2ff1-4d6e-aacf-028e6c0c4f4d · outbound

This paper cites Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemic Analysis,.

Towards Understanding of Frequency Dependence on Sound Event Detection Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemic Analysis,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.222407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.699943Z digest=sha256:9bcbdbeeadc466761e650a0e1d8ccebdb2fe80ae88643bb49a8b6eba7546cc77

Observation 1421f43c-901d-45f7-a8b6-21684ece2236 · outbound

This paper cites Decomposed Temporal Dynamic CNN: Efficient Time-Adaptive Network for Text-Independent Speaker Verification Explained with Speaker Activation Map.

Towards Understanding of Frequency Dependence on Sound Event Detection Decomposed Temporal Dynamic CNN: Efficient Time-Adaptive Network for Text-Independent Speaker Verification Explained with Speaker Activation Map

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T13:30:32.702875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:30:32.702875Z digest=sha256:ef4c201da0a88304ec69d7a98f1af651075f72706ab4dfab8ea95dd594d0f019

Observation c89d9b98-db25-4941-a303-40fae3e30cc8 · outbound

This paper cites Rabiner and R.

Towards Understanding of Frequency Dependence on Sound Event Detection Rabiner and R

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.214080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.707063Z digest=sha256:66548d8799f8a3680f8504d5d9b9d246b02319dc01ce10ec88d5804127fdc222

Observation 3127d195-01eb-45be-a8a2-73322fe60f6a · outbound

This paper cites an unresolved cited work.

Towards Understanding of Frequency Dependence on Sound Event Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:30:33.205875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.709750Z digest=sha256:824496fc58c4e65ca3696ff0f116ad9b975367fcd11695b2fb14244e6c763ac9

Observation 50d7e9cf-7401-4cd3-8746-b424c6a31d58 · outbound

This paper cites an unresolved cited work.

Towards Understanding of Frequency Dependence on Sound Event Detection Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:30:33.197986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.712925Z digest=sha256:6dcb5a382b2d1768c352adef610ce8bace1b6608a69095eeda3ee50e3b836964

Observation 65cf9345-2383-46f9-8eb0-ac1959cea050 · outbound

This paper cites Attention is All you Need,.

Towards Understanding of Frequency Dependence on Sound Event Detection Attention is All you Need,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.189377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.715895Z digest=sha256:a4db52d8656509827b289c11e981a176a81e91f00cd4a3a3cf5131f6c606062c

Observation 13132f6b-b0a3-43f9-a864-7f6cb4a7230b · outbound

This paper cites Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.179775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.718454Z digest=sha256:ca2e429d13be9b0b788d86641292087bf093fb965ee3bc5df1538e3962990986

Observation 50204ecb-10bb-4442-b64e-22e41be87ddb · outbound

This paper cites CHT+NSYSU Sound Event Detection System With Multiscale Channel Attention And Multiple Consistency Training For DCASE 2021 Task 4,.

Towards Understanding of Frequency Dependence on Sound Event Detection CHT+NSYSU Sound Event Detection System With Multiscale Channel Attention And Multiple Consistency Training For DCASE 2021 Task 4,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.171227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.720886Z digest=sha256:b0b3ac6085639440a3f0114635380cbc64912ba15cea041b9fc55f7412b14966

Observation 708b7f3a-eb8b-40d2-aaf8-c1f7682093e6 · outbound

This paper cites SEMI-SUPERVISED LEARNING-BASED SOUND EVENT DETECTION USING FREQUENCY DYNAMIC CONVOLUTION WITH LARGE KERNEL ATTENTION FOR DCASE CHALLENGE 2023 TASK 4,.

Towards Understanding of Frequency Dependence on Sound Event Detection SEMI-SUPERVISED LEARNING-BASED SOUND EVENT DETECTION USING FREQUENCY DYNAMIC CONVOLUTION WITH LARGE KERNEL ATTENTION FOR DCASE CHALLENGE 2023 TASK 4,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.162496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.724168Z digest=sha256:57d9de73bc6dc0f79afb054d6644c8a3880974e4fb6edfc3460ac978ab33441a

Observation d1b92a84-15c7-4f4a-982e-784b202c69bf · outbound

This paper cites Fine-Tune the Pretrained ATST Model for Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Fine-Tune the Pretrained ATST Model for Sound Event Detection,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.153534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.727283Z digest=sha256:0ff68e8d94a188699b511f34eb36e37e8315adcc4b21b4ebc0421ee566ae6466

Observation 1c817760-b3d6-42e0-8334-25542aaed2c1 · outbound

This paper cites Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.145516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.729816Z digest=sha256:a5863809074c4f1448324b9b6c2986cf5e19a839f2f85addb1ade6bf12442a77

Observation 907be62d-5427-4e47-8079-ec259fdee651 · outbound

This paper cites Global Enhanced Frame Prompt Tuning for Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Global Enhanced Frame Prompt Tuning for Sound Event Detection,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.136009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.732281Z digest=sha256:be0c94b67e4dbba859893b4fa5ffadd759a335cf88a09da732a5d27c7e1d9e3e

Observation 2880008e-6467-4ff6-8829-7e1ecde2759c · outbound

This paper cites Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes,.

Towards Understanding of Frequency Dependence on Sound Event Detection Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.127630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.735607Z digest=sha256:fd815a66d3d8f45f210b8e60dd79e6d7b7c95ff40066c16ab4c2aad64ff6ec6f

Observation 99b29760-92d3-4a1e-b7af-7c3ca4032be1 · outbound

This paper cites AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer,.

Towards Understanding of Frequency Dependence on Sound Event Detection AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.119574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.738323Z digest=sha256:43d18aacf388f5f8e47da2e50d6428c6d0a9e3fd90c4ae79cf4d04a04b60b50c

Observation 0e234907-53e3-49d4-8bb6-6249090605fd · outbound

This paper cites MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.110672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.740934Z digest=sha256:f8c8666006e30780158da71eac6a69a5b35bda6c402310ce16c77c0fa6dbdb47

Observation 60554228-a166-4d38-af3d-0f1c0fead768 · outbound

This paper cites FilterAugment: An Acoustic Environmental Data Augmentation Method,.

Towards Understanding of Frequency Dependence on Sound Event Detection FilterAugment: An Acoustic Environmental Data Augmentation Method,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.101447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.743521Z digest=sha256:28b2463b4e167a9d5eaf23c4b6d17b386198f13b5687e5fbac532b44fe8acab0

Observation 375ba493-7d04-4738-989f-332a474c6e08 · outbound

This paper cites Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.093586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.746280Z digest=sha256:9ea341bcaa1a88dcf54fca38b0c1a258c5e08020ffc9aa55ba9c15f0d7381ba1

Observation 0595da13-258d-4e8f-a468-d554d36380b9 · outbound

This paper cites Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution,.

Towards Understanding of Frequency Dependence on Sound Event Detection Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.083847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.748916Z digest=sha256:6d12b07a056e577185fcc26cce288274d561eb3b31789ee11807304ba9b4b0a2

Observation 91d1487e-5f70-43a2-8759-d5853a0583ff · outbound

This paper cites Convolution-Based Channel-Frequency Attention for Text-Independent Speaker Verification,.

Towards Understanding of Frequency Dependence on Sound Event Detection Convolution-Based Channel-Frequency Attention for Text-Independent Speaker Verification,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:33.074363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.751457Z digest=sha256:724b990e392ad10b6ff3030bdf870536f9e8918b8db1dae4dddf15ca5b050d30

Observation b75d588b-022a-4dc2-8058-976e41df831a · outbound

This paper cites Learnable Frequency Filters for Speech Feature Extraction in Speaker Verification,.

Towards Understanding of Frequency Dependence on Sound Event Detection Learnable Frequency Filters for Speech Feature Extraction in Speaker Verification,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.975378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.754260Z digest=sha256:19b0cea5fb7b612f91c0fef2fe9b3d584896bb0a6d695008970a9786d34b6430

Observation 06c84f5b-5334-4404-b555-db39d2608d4b · outbound

This paper cites Integrating frequency translational invariance in TDNNs and frequency positional information in 2D ResNets to enhance speaker verification,.

Towards Understanding of Frequency Dependence on Sound Event Detection Integrating frequency translational invariance in TDNNs and frequency positional information in 2D ResNets to enhance speaker verification,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.967037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.757632Z digest=sha256:a2e3d2fc946d5b20201be1bca0b4bb7ca76d979dd25ad1faba69c47a01513626

Observation 793e75a8-161c-4969-8aa0-0ee0885927a1 · outbound

This paper cites Frequency and Temporal Convolutional Attention for Text-Independent Speaker Recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection Frequency and Temporal Convolutional Attention for Text-Independent Speaker Recognition,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.959070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.760242Z digest=sha256:be3ea27330cd04090e93a2e69af731f74024c76f2a4bc4a0ed58d7a39e6d30ec

Observation 517ddc6f-c2c1-4b7d-bf43-a35dc9f2906d · outbound

This paper cites Multi-dimensional frequency dynamic convolution with confident mean teacher for sound event detection,.

Towards Understanding of Frequency Dependence on Sound Event Detection Multi-dimensional frequency dynamic convolution with confident mean teacher for sound event detection,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.948888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.763463Z digest=sha256:6b103af16f8af0cb37f2e48c9147f117cdf712a212d8e8f89cf4c8c750a17cfc

Observation 655dd8a4-e9bf-4e14-88a2-cf407f110a7c · outbound

This paper cites Deep convolutional neural networks and data augmentation for acoustic event recognition,.

Towards Understanding of Frequency Dependence on Sound Event Detection Deep convolutional neural networks and data augmentation for acoustic event recognition,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.940781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.766699Z digest=sha256:44a0188cd3bf3e98b945248121d8c8eba5e75d914351ab9d87f97cc3d73601f9

Observation 30de3014-dad3-445e-b8db-33b5ff1b6e73 · outbound

This paper cites Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification,.

Towards Understanding of Frequency Dependence on Sound Event Detection Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.931955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.769575Z digest=sha256:3249504ebad9286c0296ff266a0e8b5eb93f2786291498215cc8d66f5213036f

Observation cb411835-6b1e-4a59-a66f-a1b718b3a209 · outbound

This paper cites Deep learning based cough detection camera using enhanced features,.

Towards Understanding of Frequency Dependence on Sound Event Detection Deep learning based cough detection camera using enhanced features,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.923014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.772006Z digest=sha256:3b3f3904d5f2d8601fe99457a8d135c7b5cb8fed980ab65d06462eb8f3f422cc

Observation f28752e5-aee3-483c-982f-1097f176e227 · outbound

This paper cites an unresolved cited work.

Towards Understanding of Frequency Dependence on Sound Event Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:30:32.914838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.774801Z digest=sha256:3c20f5274516efbcfe286290a641785a74b2a91f6ee82ebb387e203fc78c56b4

Observation fd2d682f-d0db-40ea-a7a0-49b12bddea40 · outbound

This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization,.

Towards Understanding of Frequency Dependence on Sound Event Detection Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.905529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.777449Z digest=sha256:153d6cffc4819600710ebf66446ceae9a7f7dd81f95bdcb006c8199fc1f099a6

Observation a2c1cd0d-d307-4bdd-ad6b-416aca8dcb95 · outbound

This paper cites Polyphonic Sound Event Detection Based on Residual Convolutional Recurrent Neural Network with Semi-Supervised Loss Function,.

Towards Understanding of Frequency Dependence on Sound Event Detection Polyphonic Sound Event Detection Based on Residual Convolutional Recurrent Neural Network with Semi-Supervised Loss Function,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.897137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.780376Z digest=sha256:887fc4aa0eac72c5e24c6d025a2aec13e69d1d70d02020fb197fdcaaef08e509

Observation 7783edba-8e37-470b-ba7c-236da4277390 · outbound

This paper cites Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis,.

Towards Understanding of Frequency Dependence on Sound Event Detection Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.888123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.783154Z digest=sha256:3bed1cb6f65000217767bac89c9c63e870ba4ca7dd7cd2cb0aeaaac5d22a1d60

Observation 1ddcf448-cad2-4608-8151-46d97c3d43e6 · outbound

This paper cites DCASE2021 Task4 Baseline.

Towards Understanding of Frequency Dependence on Sound Event Detection DCASE2021 Task4 Baseline

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.878650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.785709Z digest=sha256:400f6685f34590ed333d1995cbcf1d3a44b6091bf725e793b9d17c6d554669e6

Observation b15bc1f6-46d9-473f-82d1-2e6ea46d6112 · outbound

This paper cites Mean teachers are better role models: Weight-averaged consistency targets improve semi- supervised deep learning results,.

Towards Understanding of Frequency Dependence on Sound Event Detection Mean teachers are better role models: Weight-averaged consistency targets improve semi- supervised deep learning results,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.869357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.788348Z digest=sha256:41e56c5560a685e3f7501bd573bdc816d9d80047537eb768c1af446c3b920984

Observation d3c68ad7-be75-405d-9e1a-3bdbd408fc81 · outbound

This paper cites Training Sound Event Detection On A Heterogeneous Dataset,.

Towards Understanding of Frequency Dependence on Sound Event Detection Training Sound Event Detection On A Heterogeneous Dataset,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.860036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.790995Z digest=sha256:e29acf1e068f75d9e94fc565a42c076c23a409daa76a62bb8b58c575ca5f38e3

Observation e8833329-26fc-4a36-b7a2-780dfcf3ab2e · outbound

This paper cites MixUp: Beyond empirical risk minimization,.

Towards Understanding of Frequency Dependence on Sound Event Detection MixUp: Beyond empirical risk minimization,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.851218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.793642Z digest=sha256:a840883fb47fa50748173464a19c16473a4062e902f896e20913e44c42c966e6

Observation aabe8498-1064-4168-83f8-9ecb000a3aae · outbound

This paper cites Learnable pooling with Context Gating for video classification.

Towards Understanding of Frequency Dependence on Sound Event Detection Learnable pooling with Context Gating for video classification

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T13:30:32.796169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:30:32.796169Z digest=sha256:2ec5a81ce49a2c76818813dc0eb87492759cd09be686c1167b86a04b12942122

Observation ae1c5bb9-1b38-4c66-9b5b-de1450b50b97 · outbound

This paper cites A Framework for the robust evaluation of Sound Event Detction,.

Towards Understanding of Frequency Dependence on Sound Event Detection A Framework for the robust evaluation of Sound Event Detction,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:30:32.841348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T13:30:32.799186Z digest=sha256:b5b45f4ac5434ad9841b3949af50a5946c412bfada625a6925487787898bcd9d

Pith citing papers

Observation 908d4601-0a86-40fe-b99e-f2823fcb5176 · inbound

Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection cites this paper.

Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Towards Understanding of Frequency Dependence on Sound Event Detection

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T12:29:05.060221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:29:05.060221Z digest=sha256:dd5b9c704010dd5234478bcff1ef7a88e322200ea8dd1cb99ba7cbdcde3ce669

Observation 727c05d2-426a-4e81-88ee-ddb99ecad7b3 · inbound

Frequency Dynamic Convolutions for Sound Event Detection cites this paper.

Frequency Dynamic Convolutions for Sound Event Detection Towards Understanding of Frequency Dependence on Sound Event Detection

Reference 115

Resolution
unresolved
no resolver link, observed 2026-08-07T00:49:01.726993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:01.726993Z digest=sha256:6979c73e6fb6899db813ab5293aabed1d44fd271748217e6d67a4658e578e32f

Observation 9aa04b05-3827-4cbe-a996-4e467a4ee220 · inbound

Auditory Intelligence: Understanding the World Through Sound cites this paper.

Auditory Intelligence: Understanding the World Through Sound Towards Understanding of Frequency Dependence on Sound Event Detection

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:55:02.185813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T21:54:55.618843Z digest=sha256:77185ff67958285d0e9118ec0cddea36dc968b6af6879a53c878ef848abc8613