Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:41:18.564643Z
Paper Citation Record · LEDGER
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction
As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2507.07526.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
46 of 46 outbound references displayed
- verified exact3
- verified fuzzy2
- unresolved40
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 64ad2501-96e3-4b5c-9966-ce8e91197f6d · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.823577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dfcfc153-2ff8-4700-aa80-cc334fd8a517 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.810441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c944d0e3-9936-4836-a3e3-2ac1ac7ea69a · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.796667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cd15fd8f-d66f-4b79-83af-faaac638dd6d · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.782235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e0f2737b-646e-4850-92b3-00d225a0a3ae · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.753787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19367ec3-060c-469e-8b83-6f79bd4dab46 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.739317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8de67a4d-dd98-4d1f-9a7e-c8cfb58efa2a · outbound
This paper cites M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:41:18.762933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 06d1caba-d25d-42ea-957a-f6f601c7a25e · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.726201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2b9b44fe-5032-4e60-9c6f-112dba6595e3 · outbound
This paper cites ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:41:17.088373Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0820a4e-14f8-4897-ad6d-e91272b36419 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.713004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4efcc727-acbb-4e86-84e0-2664769fcc42 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.698836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a0c7b52-49a9-4e3c-ad6b-2dc4f87b4574 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.684954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4f0f9a8a-25dc-4d00-8d53-fc1c8fa15870 · outbound
This paper cites SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:41:18.688594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3d0d773b-bb28-433e-ad18-136a771196ab · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.671356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dce2087d-463d-4581-ae73-78a2e6161fdc · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.657275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4a81924e-ed8d-4f46-ad96-9ddeccfaa460 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.641658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7bf203e7-140a-4e9a-8518-966435f8626d · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.627001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3390b0bc-f50b-4db1-b357-4dbe6f463c39 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.612922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f5879e44-d383-40f6-b38c-239b00e7a04a · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.599211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c982719e-20db-4f42-815c-036159f279d7 · outbound
This paper cites ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:41:18.637750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0d31d7c0-063e-43fd-b78d-ec350e02d840 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.585086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3d9da315-e1e9-42f9-a8a8-0e562723fdea · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.570431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 68138dc9-3911-43ab-8bb4-be4f68ef6f16 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:41:18.468928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea0394b0-2b8c-47ae-b0c1-7e05227f59e4 · outbound
This paper cites KAN: Kolmogorov-Arnold Networks.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction KAN: Kolmogorov-Arnold Networks
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:41:18.473165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f1e3fe5-7874-4517-a440-267bac04dd7a · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.546011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dae43788-4d92-46d0-a7c0-f09aedfbd61c · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.532640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 37ef4e19-83a0-4ff7-a7ec-5ccb1c66f61a · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.518258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b85098e5-ccb9-49d6-8828-79b93744960a · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.503708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5d896182-bcf0-493f-ae31-ae31c9e23c4e · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.489073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7086d901-2567-426c-844c-ba254d1cf27d · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:41:18.502853Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4879e0e-d0c5-47b5-9a5b-b2c1874c21c7 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.464423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3a3cfedf-9557-4693-a55a-1fdae5760e20 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.449981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9ed0ec03-114c-4fbf-a0f6-deaf4a02f2fd · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.436051Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19210761-09b8-4003-9bad-b85b3e4d378c · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.422178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation af7051e5-78ee-440e-904b-984831d5193b · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.407797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5543ac89-447c-4cc7-afcb-4f5a92d7a95f · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.393206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e60d26fb-374f-44e9-9e45-c29e91a1a5ac · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:41:18.534260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6c4059a-1cc1-4ba9-9d12-a6c27112ca54 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.369190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 34207656-60cf-40e3-8124-3defb14fa4a2 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.353980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c0917e03-a991-485f-974f-1824e8df360e · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.281120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e7309313-7b58-4c0c-8bea-c1f2d0ec7b92 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:18.948086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ed2319f8-f62d-4378-9eba-aa02c9912f80 · outbound
This paper cites KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:41:18.564643Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07a7c058-e6af-46cf-803e-9fdb3adcfdb2 · outbound
This paper cites Advances in Neural Information Processing Systems 37 (2024), 31688–31707.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Advances in Neural Information Processing Systems 37 (2024), 31688–31707
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:41:19.101266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f96304b6-97b9-4516-b853-05759a60b872 · outbound
This paper cites an unresolved cited work.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Unresolved cited work
Reference 2023
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:41:19.767819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9c4c2b85-099d-45c8-883c-c0dae42cad4f · outbound
This paper cites HiPPO-KAN: Efficient KAN Model for Time Series Analysis.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction HiPPO-KAN: Efficient KAN Model for Time Series Analysis
Reference 2024
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T18:41:18.661021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6760cbc5-20cc-4462-8f2b-598426ffcd29 · outbound
This paper cites Scientific Reports 15, 1 (2025), 6982.
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction Scientific Reports 15, 1 (2025), 6982
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:41:18.820812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.