Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:29:05.170965Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2504.12670.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:29:05.170965Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:49:01.950652Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T21:55:00.961516Z
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4f5e0ce2-fccf-4d6f-be60-b0ab1d6cbab1 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Virtanen, M
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40bfabc6-d259-4f9f-b6ea-f92820fa298c · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Sound event detection in domestic environments with weakly labeled data and soundscape synthesis,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92f121c3-14de-4453-a156-a310ea5697c5 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Convolutional recurrent neural networks for polyphonic sound event detection,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e014505-42cd-478d-bc09-22b4652421f4 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Metrics for polyphonic sound event detection,
Reference 4
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.
Observation f99a866d-ba5d-4c3b-a956-66ed84b559d4 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection A framework for the robust evaluation of sound event detection,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c503a4c5-cd48-42de-96ab-3fd2fc2d4b3e · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Study on frequency dependent convolution methods for sound event detection,
Reference 6
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.
Observation 10db2a40-44c3-4e01-a2bd-dcc638670598 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbba7e53-9d38-4082-ab4b-ac92853d870a · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6141595-c65e-4a64-8815-72c1bdb740c6 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Conformer: Convolution- augmented Transformer for Speech Recognition,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5380e233-85d6-4bec-b89b-2b6760965ab4 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Coherence-based phonemic analysis on the ef- fect of reverberation to practical automatic speech recognition,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6c38bba-dc1f-4c52-b682-af52fedcb8a5 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c7015e9-d181-4da3-98b4-d9c239ea996c · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Hubert: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 588ef2b3-dd01-447b-9f81-ce14a22409aa · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Attentive statistics pooling for deep speaker embedding,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86319428-f555-49b8-9510-dd69c5d7fd93 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Exploring the encoding layer and loss function in end-to-end speaker and language recognition system,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f764592e-1a79-4649-a721-ca457b568a9e · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Analysis-based optimization of temporal dynamic convolutional neural network for text-independent speaker verification,
Reference 15
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.
Observation f2ff46b5-0814-43b2-b384-3923976512e6 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Integrating fre- quency translational invariance in tdnns and frequency positional in- formation in 2d resnets to enhance speaker verification,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ec2ff88-6875-462b-b731-54ef436a3858 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Convolution-based channel-frequency atten- tion for text-independent speaker verification,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 912dbcc8-fa9d-4549-ba9d-e0196f490060 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Panns: Large-scale pretrained audio neural networks for audio pattern recognition,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd992543-6a42-4cd5-96c5-4ede0e33a35b · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Deep learning based cough detection camera using enhanced features,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e2160ab-26d5-471c-9c02-b8c7130e00f8 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Real-time sound recognition system for human care robot considering custom sound events,
Reference 20
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.
Observation eb9e4c1b-f00d-492a-b9db-d6a2fd29325b · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Ast: Audio spectrogram trans- former,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d18b172f-73de-4c1f-b246-498f53f76e4f · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Beats: Audio pre-training with acoustic tokenizers,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d61f1e61-61f9-4a73-b037-764871312acc · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Overview and evaluation of sound event localization and detection in dcase 2019,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78f57b4a-746a-49f2-ab02-e3d3ca270816 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection STARSS22: A dataset of spatial recordings of real scenes with spa- tiotemporal annotations of sound events,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce5a6423-b411-4cfc-a5ed-60800a6bd434 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Data augmentation and squeeze-and-excitation network on multiple dimension for sound event localization and detection in real scenes,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9860f108-5bca-48f1-b83b-b0c87b5929c3 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Automated audio captioning with recurrent neural networks,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f44df4d-4c94-4e62-803a-e3212869bd8f · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Clotho: an audio captioning dataset,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a4a560d-125d-47d4-b599-f3b3ed042df2 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Chatgpt caption paraphrasing and fense-based caption filtering for automated audio captioning,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25f3e786-769e-4572-8d40-ca5f53346ce3 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4381ef1-7a3c-49c1-a679-fdf993545d1d · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Few-shot bioacoustic event detection utilizing spectro-temporal receptive field,
Reference 30
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.
Observation 3049eae1-734d-4237-84f6-94f939f6a6b8 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Prtfnet: Hrtf individual- ization for accurate spectral cues using a compact prtf,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eb716a2-a1d4-4917-89e7-658d3a9d3f64 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Filteraugment: An acoustic environmental data augmentation method,
Reference 32
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.
Observation 3607d2db-2ade-46b1-a5bb-22a97cecfb94 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection AudioLDM: Text-to-audio generation with latent diffusion models,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10e8b2d2-ebab-4da7-b086-0c831edff7e6 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Audiogen: Textually guided audio generation,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93dfca2e-be10-4afd-b06b-2336bd5303f0 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Vifs: An end-to-end variational inference for foley sound synthesis,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b083ad60-d0b5-4fea-8742-eedfd2dc1a1b · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Filteraugment: An acoustic environmental data augmentation method,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20b7b6f7-a674-4ae4-b4d7-aff1bff427c5 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908d4601-0a86-40fe-b99e-f2823fcb5176 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Towards Understanding of Frequency Dependence on Sound Event Detection
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e709c8a0-0cf9-4c02-bc9f-a3fc8376dce6 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Application of spectro-temporal re- ceptive field on soft labeled sound event detection,
Reference 39
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.
Observation 9f19373d-446c-4f92-8f9a-674d2be5a9f1 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Auditory neural response inspired sound event detection based on spectro-temporal receptive field,
Reference 40
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.
Observation cc5a81e7-a22f-4192-b989-f95ac06b2491 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Frequency & channel attention for computationally efficient sound event detection,
Reference 41
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.
Observation 22af0dc0-2a65-4c0f-a087-f311e1452078 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Diversifying and expanding frequency-adaptive convolution kernels for sound event detection,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b920093-f005-42ef-ac5f-5f967cae0afe · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15af01e6-6655-4f15-baa8-6e598e2ed489 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in 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 44
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.
Observation 4e362e9a-1689-47fe-a3e4-4b8522984685 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Sound event detection with weak prediction for dcase 2023 challenge task4a,
Reference 45
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.
Observation bf58bda0-c843-4c4f-b811-512f48df98b3 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Improving audio spectrogram transformers for sound event detection through multi- stage training,
Reference 46
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.
Observation d7232c95-ccdd-4039-8685-1ecbecade7ff · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Self training and ensembling frequency dependent networks with coarse prediction pooling and sound event bounding boxes,
Reference 47
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.
Observation 1df03faf-8fdf-45ac-a1ef-1d3a9764544a · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Mat-sed: A masked audio transformer with masked-reconstruction based pre-training for sound event detection,
Reference 48
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.
Observation 7d9cada6-a430-4bd5-8341-0eba1e77e148 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5260876-76bf-424c-a6f0-b76d3c9ca587 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Convolution-augmented transformer for semi-supervised sound event detection,
Reference 50
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.
Observation 4c6d00cb-bc7b-4dc5-a02a-c78d60ce9c58 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Zheng ustc team’s submission for dcase2021 task4 – semi-supervised sound event detection,
Reference 51
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.
Observation 510e8b53-dff0-4f63-8987-82187a2e8598 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Heavily augmented sound event detection utilizing weak predictions,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b235a158-00b3-4b3b-9514-f383d6e9254d · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Frequency dependent sound event detection for dcase 2022 challenge task 4,
Reference 53
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.
Observation d52be8f4-ace0-495d-897e-374070c5b77f · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Multi-dimensional frequency dynamic convolution with confident mean teacher for sound event detection,
Reference 54
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.
Observation 722d5bbe-d926-4e4d-8ca7-a097a82a6337 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection How information on soft labels and hard labels mutually benefits sound event detection tasks,
Reference 55
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.
Observation d90fe9e0-c445-4479-b2e8-05123e7340ed · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Self training and ensembling frequency dependent networks with coarse prediction pooling and sound event bounding boxes,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c85af4a-1028-4ed0-ba9f-7458f062ddf5 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,
Reference 57
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.
Observation 9298057f-c611-44c8-8b69-9e4b399ebd74 · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection mixup: Beyond empirical risk minimization,
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18dac49f-1e1f-4ac9-9a61-ac171c9dd56f · outbound
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Sound event bounding boxes,
Reference 59
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.
Observation 051786bf-620b-4c3f-a33e-dc3e3948345b · inbound
Frequency Dynamic Convolutions for Sound Event Detection Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
Reference 117
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72f54b94-765d-44ca-ac9e-ddc6677757af · inbound
Auditory Intelligence: Understanding the World Through Sound Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
Reference 47
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.