Paper Citation Record · LEDGER

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.03550.

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

pith.paper-citation-record.v1
2506.03550 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:08:30.781405Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy25
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 04402ecc-e305-4482-9b18-32e1f6897198 · outbound

This paper cites Deep learning for audio signal processing,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Deep learning for audio signal processing,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:37.452408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0df4139c-4e38-491e-8711-2120d20a0f4b · outbound

This paper cites an unresolved cited work.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:08:37.204752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2be6900d-f100-4525-8681-143cfc08ba9c · outbound

This paper cites Sampling- frequency-independent convolutional layer and its application to audio source separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Sampling- frequency-independent convolutional layer and its application to audio source separation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:36.895831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0a0f734-640b-4404-afd9-3065582515da · outbound

This paper cites Algorithms of sampling-frequency-independent layers for non-integer strides,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Algorithms of sampling-frequency-independent layers for non-integer strides,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:36.582751Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d03a2c7-8829-47e2-bc24-a435d794974d · outbound

This paper cites Efficient monaural speech enhancement with uni- versal sample rate band-split RNN,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Efficient monaural speech enhancement with uni- versal sample rate band-split RNN,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:36.230090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8da4c3ec-dc53-479c-b68e-b8d621b0497c · outbound

This paper cites Toward universal speech enhancement for diverse input conditions,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Toward universal speech enhancement for diverse input conditions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:36.022505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49bcd974-5ad2-4544-9843-9ef0cbbec759 · outbound

This paper cites URGENT challenge: Universality, robustness, and generalizability for speech enhancement,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network URGENT challenge: Universality, robustness, and generalizability for speech enhancement,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:35.772555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b6bbd06-6736-449f-ab1a-8b5ec91af379 · outbound

This paper cites Performance measurement in blind audio source separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Performance measurement in blind audio source separation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:35.521718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d26265e-18cc-42bd-8229-1f061da11b4d · outbound

This paper cites SDR – half- baked or well done?.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network SDR – half- baked or well done?

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:35.303123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 596e6b20-6226-43b1-9ebc-b3a23b996665 · outbound

This paper cites 30+ years of source separation research: Achievements and future challenges,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network 30+ years of source separation research: Achievements and future challenges,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:35.004752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 72b5585e-f2b4-4735-9eb2-cd9430a7a4f4 · outbound

This paper cites Sampling frequency independent dialogue separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Sampling frequency independent dialogue separation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:34.717339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 706587c1-acb5-44bb-b224-300c819da544 · outbound

This paper cites Neural analog filter for sampling-frequency-independent convolutional layer,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Neural analog filter for sampling-frequency-independent convolutional layer,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:34.455948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24660fa4-75ec-46b5-a8ef-0478c2efd05d · outbound

This paper cites The Lie derivative for measuring learned equivariance,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network The Lie derivative for measuring learned equivariance,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:34.174499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9beec34f-3431-47a1-a025-eae4482ec172 · outbound

This paper cites Imaging with equivariant deep learning: From unrolled network design to fully unsupervised learning,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Imaging with equivariant deep learning: From unrolled network design to fully unsupervised learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:33.915791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation daa5570c-8f4e-422b-ade9-583c25f2175c · outbound

This paper cites TasNet: Time-domain audio separation network for real-time, single-channel speech separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network TasNet: Time-domain audio separation network for real-time, single-channel speech separation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:33.726539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02e12844-a566-477c-a31a-7b1723aa4aff · outbound

This paper cites Conv-TasNet: Surpassing ideal time-frequency magnitude mask- ing for speech separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Conv-TasNet: Surpassing ideal time-frequency magnitude mask- ing for speech separation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:33.471930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c459d664-2cfd-45ac-b223-8740abc95125 · outbound

This paper cites Dual-path RNN: Efficient long sequence modeling for time-domain single-channel speech separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Dual-path RNN: Efficient long sequence modeling for time-domain single-channel speech separation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:33.218616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82d37ff0-d6d1-43e9-9ca8-9ec8f0b42ee1 · outbound

This paper cites Music source separation with band-split RNN,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Music source separation with band-split RNN,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:32.941290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c20a259-128f-4fbc-82a3-f2eee7088581 · outbound

This paper cites Music source separation with band-split RoPE transformer,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Music source separation with band-split RoPE transformer,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:32.674493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6dc54dfd-99f4-4a93-a190-6f356f4d69df · outbound

This paper cites TF-GridNet: Integrating full-and sub-band modeling for speech sep- aration,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network TF-GridNet: Integrating full-and sub-band modeling for speech sep- aration,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:32.472107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1de28bb3-20f4-4492-922d-eb1e6bcdbd22 · outbound

This paper cites MUSDB18-HQ - an uncompressed version of MUSDB18,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network MUSDB18-HQ - an uncompressed version of MUSDB18,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:32.233306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 649976a8-d701-417d-ba5c-0013b8ab6afc · outbound

This paper cites Meta-learning extractors for music source separation,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Meta-learning extractors for music source separation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:31.879397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3292c030-62e7-4168-98c0-0749042e1459 · outbound

This paper cites On the variance of the adaptive learning rate and beyond,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network On the variance of the adaptive learning rate and beyond,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:31.640313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d8e5ce7-fde9-44d1-80ff-0a9871a439b2 · outbound

This paper cites Lookahead optimizer: ksteps forward, 1 step back,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Lookahead optimizer: ksteps forward, 1 step back,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:31.338129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a70550fa-db8b-40c1-95a4-c43abab6ac73 · outbound

This paper cites Single- channel multi-speaker separation using deep clustering,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network Single- channel multi-speaker separation using deep clustering,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:31.191664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f8f794c-8828-49b8-a2d6-0b431244f045 · outbound

This paper cites The 2018 signal separation evaluation campaign,.

Local Equivariance Error-Based Metrics for Evaluating Sampling-Frequency-Independent Property of Neural Network The 2018 signal separation evaluation campaign,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:30.998242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.