Paper Citation Record · LEDGER

ZeroSep: Separate Anything in Audio with Zero Training

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2505.23625.

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

pith.paper-citation-record.v1
2505.23625 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:46:44.177017Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T11:04:49.366127Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:16:26.752563Z

Reference resolution

15 of 15 outbound references displayed

verified exact3
verified fuzzy2
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae3da6e8-be3a-4530-bf3a-ec5e415d225f · outbound

This paper cites Weiss, Mohammad Norouzi, and William Chan.

ZeroSep: Separate Anything in Audio with Zero Training Weiss, Mohammad Norouzi, and William Chan

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:46:45.377610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5612190a-a276-4b0b-b0ba-1d9193160f6a · outbound

This paper cites Vadim Popov, Ivan V ovk, Vladimir Gogoryan, Tasnima Sadekova, and Mikhail Kudinov.

ZeroSep: Separate Anything in Audio with Zero Training Vadim Popov, Ivan V ovk, Vladimir Gogoryan, Tasnima Sadekova, and Mikhail Kudinov

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T12:46:44.538539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0fc037c0-3a3c-4344-b528-39a6e6763a4c · outbound

This paper cites Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo Mandic, Wenwu Wang, and Mark D.

ZeroSep: Separate Anything in Audio with Zero Training Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo Mandic, Wenwu Wang, and Mark D

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T12:46:44.354107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ed23265-4483-481b-919a-c89da9bf53ef · outbound

This paper cites Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, and Soujanya Poria.

ZeroSep: Separate Anything in Audio with Zero Training Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, and Soujanya Poria

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.625535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eafdd2d-ab40-438c-951b-dbb32fea93b4 · outbound

This paper cites Denoising Diffusion Implicit Models.

ZeroSep: Separate Anything in Audio with Zero Training Denoising Diffusion Implicit Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.761287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f77e224-6bc4-4f47-9b94-1564d3bedd32 · outbound

This paper cites Listen, Think, and Understand.

ZeroSep: Separate Anything in Audio with Zero Training Listen, Think, and Understand

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.933695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9660d9db-6d38-4385-b5bf-b680d944f51f · outbound

This paper cites Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields.

ZeroSep: Separate Anything in Audio with Zero Training Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:44.096980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e43ece4-32a5-48ce-b847-e4e91a16fc41 · outbound

This paper cites Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms.

ZeroSep: Separate Anything in Audio with Zero Training Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.839869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1211c94-c403-41e2-a4f8-141178766418 · outbound

This paper cites Chao Huang, Susan Liang, Yapeng Tian, Anurag Kumar, and Chenliang Xu.

ZeroSep: Separate Anything in Audio with Zero Training Chao Huang, Susan Liang, Yapeng Tian, Anurag Kumar, and Chenliang Xu

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.691258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32004a1c-9d10-479e-9cf4-6788433686b0 · outbound

This paper cites Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, and Jianyuan Zhong.

ZeroSep: Separate Anything in Audio with Zero Training Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, and Jianyuan Zhong

Reference 2019

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T12:46:45.079394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9df64849-d012-4c6f-9e7d-8dfbed5d46c9 · outbound

This paper cites Separate Anything You Describe.

ZeroSep: Separate Anything in Audio with Zero Training Separate Anything You Describe

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.184878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c2945a-a7ca-4a6d-9803-a53ac400e410 · outbound

This paper cites Diffsinger: Singing voice synthesis via shallow diffusion mechanism.

ZeroSep: Separate Anything in Audio with Zero Training Diffsinger: Singing voice synthesis via shallow diffusion mechanism

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:46:45.232097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0dd767a-54c1-4b52-bf78-eb6630114878 · outbound

This paper cites GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities.

ZeroSep: Separate Anything in Audio with Zero Training GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:44.029065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6837a2fa-d16b-40ac-b591-d0e0149ad48c · outbound

This paper cites Language models are few-shot learners.

ZeroSep: Separate Anything in Audio with Zero Training Language models are few-shot learners

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:43.285350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a5af23-ee12-4fc1-894b-3ee8b48398d6 · outbound

This paper cites Scaling Concept With Text-Guided Diffusion Models.

ZeroSep: Separate Anything in Audio with Zero Training Scaling Concept With Text-Guided Diffusion Models

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:46:44.653810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 3a3124cf-28ce-4e0f-9763-d40762330633 · inbound

JAVEDIT: Joint Audio-Visual Instruction-Guided Video Editing with Agentic Data Curation cites this paper.

JAVEDIT: Joint Audio-Visual Instruction-Guided Video Editing with Agentic Data Curation ZeroSep: Separate Anything in Audio with Zero Training

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:16:26.754001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.