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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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.646141Z digest=sha256:5a4dda0ea037cd57820ddf1340d7d2a4f4688d2003213e55e03e946e6bf4f870

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.649463Z digest=sha256:911e804c6d35b55a949a00382fd84cd4c10209dd22309cc51756df34317996af

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.652106Z digest=sha256:f51c1c8fa1ed586402684eb3578a29f1cdf40ace9048dd0c105c7ae52b19fe33

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.655254Z digest=sha256:e8cdcc576fbb09cce43b01829e208bda78c9a569abf0188d293ee4111f06b626

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.658083Z digest=sha256:6e34de3bfa1642056d1974cc2f07a1525655b5783cd6be1e3e8d665b78bd3865

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.660654Z digest=sha256:7c5b500d1e1992c7725c9f67ed9d3b7f9188180d900786177e4500f721daf07c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.663415Z digest=sha256:e450996a88ddaf600281372c2d2d11b071ca9ad043f22f49f2d1c8b77ad3325e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.666462Z digest=sha256:17979fe8661fd1e42e01a0633f5af5b71ea037cf1555e153fe7b7883212a182c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.669487Z digest=sha256:1009562d040201dbb878e859c7326dfad34eb033005a1c087abb1ad14f9651ac

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.672055Z digest=sha256:af44bb9a0047edc602a894dc07fca58b6c7d271252350c39a55d16a1e6d540b8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.675466Z digest=sha256:ce37e74e28b836dc7c1597e0705edb92fc6212744c8822507c1a2675e6da2a28

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.678703Z digest=sha256:7432c404d4b2ab6c3bbb86462283c330614a0d503fd30ab202e52f220beac3d3

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.681574Z digest=sha256:184644289dd7e9ffa9f6d36ab23be124fac6f0f28976f7f5365777154da185f2

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.684035Z digest=sha256:9af719539d6db6812a32bb4a6bc4b35454aacf9e0d38c5651640fc2c8ee40db8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.686624Z digest=sha256:0211ea7c8f9c099eb5736240c85530560bfaad6eb54a80ce0adb626707ae4d21

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.689116Z digest=sha256:e7d29c13ab82b22ede5ab01aab879386576a83b56bc1a8782d116b2d4f69c854

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.691798Z digest=sha256:81a2703fad35d4ee524d0a6b410532891403263aa6716d7c9924f19e3ec81570

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.694729Z digest=sha256:88f9dd6e6ced740ba9e4fee9836320a0887cb9f9a4ce9c67e680ba5b7685019b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.697370Z digest=sha256:c6d60f5b33336c256967fef1b91f6e9ab2ce90d9bb9a72770c91bc962be48a99

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.699943Z digest=sha256:0d286cacee3d75ede31bf44f9ea7efaa29ececae583f1cc2f2694cd0dbc9df8e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.707063Z digest=sha256:b4d67c22719f732fb6a345a4419d1d5ad647b472684bf5c46ff9fe08398690a7

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.709750Z digest=sha256:5a1341719f560cc111f9310cb8f22409a0c51f707244b691c1f583cc2da6c981

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.712925Z digest=sha256:4290cfe930f55cbe138275147f7ab5bc3be3408ed895d01d87d78418edba1a4c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.715895Z digest=sha256:a1fadd03f77d56413daa78f77bb6c5d436598b1042b4e5b0d12bba886671328a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.718454Z digest=sha256:ba5fe50273a9e5ffef18ab09cd8a7f0bbc42b41a8307ca42af89d86015a5fff7

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.720886Z digest=sha256:79cae73f07c0debee6741b8a06f19de02cfc9761c1ea4374a533f2e014412d5f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.724168Z digest=sha256:1e013e1fe34a452789cd7e5e3582a843d1c2b0f255c553eda1bc628fe656c960

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.727283Z digest=sha256:2c14738bccd31785d574f2caa73afd92da3162c93682378f05fd60e17377e824

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.729816Z digest=sha256:ae2edc7aee2f9ca1d9015f695a7856f19a9c83ca0a8637fbbe7715809ad516e5

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.732281Z digest=sha256:50ac52b9ce33f5a8609f337517fac132baa6af9f7e92024e0b2793dcb8ba7f2d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.735607Z digest=sha256:901c09f36323c3910f80d59fa6a2ea3c5110a506b8ade4fc8235ffccd87f9fe7

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.738323Z digest=sha256:95ad53a40750114687c19cd023927745142ab4db5dc2519bc36107c2e2d66cbd

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.740934Z digest=sha256:17d9260809dffb95d4668acf3c40b46fa12cb5c00dfbb3b3315e7be47eda485f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.743521Z digest=sha256:ff1a4ea57d8cdd7dd463e8d90eca946a96e24bd553a4d00baf0edfa7037b779f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.746280Z digest=sha256:a2bbbe7ed2aaf436b8500938019a9952276b7fdced750836c1adef497a102400

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.748916Z digest=sha256:ec1091363161c3b85569720333a133b9ba4f3632423c305f80e6dd8fd6d32c92

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.751457Z digest=sha256:5865413322a64a76e8781fb88b5868e3e850d5ed5016464cf6be92e1a3d5ff18

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.754260Z digest=sha256:9f7ca77311488f96976c4ee49d96b24768dc1ea8398122c1d0112f12d834ce1f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.757632Z digest=sha256:1fc601abe8d9028c859b83f410f2141e251ae0f3702866e189c41b3b303003ab

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.760242Z digest=sha256:0bc3ec77a88bfe0d8a73f9837e91393ff00ba20d3de6d468801b6b52f5750da1

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.763463Z digest=sha256:2c1bd8fcc16250bd485f24bb37229268c5cc8f6f8b4368a07e67e9cccf275bc7

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.766699Z digest=sha256:c73d96231f806d9c375e7cba915a23754d388dba3c4a39401e4b724918c6a984

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.769575Z digest=sha256:c7d8746a9f9dc5d8135abc53b8e5b23d2b64767d4b4cc825db61cf03f97f97df

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.772006Z digest=sha256:42a34d4cdecea3502a39cf505766a23939b2c5949ec2a3ad8510033c9c7143d8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.774801Z digest=sha256:665def2a800c85f6b3b236770e5027e09a73ee92d558963688a74057e3546000

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.777449Z digest=sha256:73470852dbe3f70b3a66548300534dc7907b258d61a61b03debf8d6666982005

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.780376Z digest=sha256:6299bf329e06b161f384e3188e8a5677f38fa821b39eb4f7745e6f86faea6233

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.783154Z digest=sha256:69543d2b111a4a5694d587c060b6d3da2c7844c4491292fd78d61af8cbda335f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.785709Z digest=sha256:0b9ad9fffb6a76388d518e32deba28a70c435f9dd337ccb1511f01eb1db2cdb5

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.788348Z digest=sha256:ae3aea19c4257403480b7d9f7879d442bc841b171fe21d7caaf29db013e7283d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.790995Z digest=sha256:5bd368def5c3991cc9a34c1d7916d37a90b366bd394181d2a10e79aa9d612f61

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.793642Z digest=sha256:94d7c94db7fd54b21568d2dfec0afba1e52a7ee72c70a4b5b468e2f01193f8c4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:30:32.799186Z digest=sha256:e0b2a7204702a7cb5a47856b5d5025f42494e10d477ef2be17e67f9e44a396dc

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T21:54:55.618843Z digest=sha256:65394f05d7b20bcd618dfe9e6a35c0d3e5accbb2d49556575d175ebc0ae8a07d