Paper Citation Record · LEDGER

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2603.16805.

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

pith.paper-citation-record.v1
2603.16805 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:03:42.705090Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:03:39.804104Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf778fc3-f1cb-4b7e-9567-5c68cf177af5 · outbound

This paper cites Audio watermarking has therefore emerged as a key technology for copyright protection and tamper detection [5].

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Audio watermarking has therefore emerged as a key technology for copyright protection and tamper detection [5]

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:39.754037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95a5364-4c2f-4396-946b-a1b22a37c019 · outbound

This paper cites Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:39.804104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775dfc10-d2a2-4f79-8f1c-1e30be1da483 · outbound

This paper cites an unresolved cited work.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:39.883511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a9e14cc-64ab-4ed2-97f6-aa9b2557c439 · outbound

This paper cites The LLMs were not used for ideation, methodology, experimental design, data analysis, or result interpretation.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training The LLMs were not used for ideation, methodology, experimental design, data analysis, or result interpretation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:39.938342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cd1e6aa-b77f-48ac-8e1a-832191215d75 · outbound

This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.027879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6fbe12-1056-481f-a394-17d714e80274 · outbound

This paper cites AudioLDM: Text-to-Audio Generation with Latent Diffusion Models.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.092528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90acce7b-57d5-49f2-9b22-d93e9238a3c7 · outbound

This paper cites Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.202491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 314b1853-2332-4c49-a51b-96a09c774be3 · outbound

This paper cites Better speech synthesis through scaling.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Better speech synthesis through scaling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.305722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02bc71e-5f27-4749-a6bf-d6e64001e1f5 · outbound

This paper cites DeAR: A Deep-learning-based Audio Re-recording Resilient Watermarking.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training DeAR: A Deep-learning-based Audio Re-recording Resilient Watermarking

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.411732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52adeee5-bc53-4369-843d-160bf6a487e9 · outbound

This paper cites Techniques for data hiding,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Techniques for data hiding,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.546684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 107565b5-0ab9-4990-a8eb-433ba4186345 · outbound

This paper cites WavMark: Watermarking for Audio Generation.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training WavMark: Watermarking for Audio Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.666307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7347d4-519b-418d-bf00-40b42663e6df · outbound

This paper cites Maskmark: Robust neu- ralwatermarking for real and synthetic speech,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Maskmark: Robust neu- ralwatermarking for real and synthetic speech,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.841554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63796681-a48e-409e-8fc7-bf12106c1482 · outbound

This paper cites Silentci- pher: Deep audio watermarking,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Silentci- pher: Deep audio watermarking,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:40.955096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53bffafb-423c-45c9-89f0-cc72ef788c8a · outbound

This paper cites Hybrid Transformers for Music Source Separation.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Hybrid Transformers for Music Source Separation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.035860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 038509e1-0816-485e-b164-c5f229689d3c · outbound

This paper cites TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.137465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f3b199-2a20-40ff-98a4-73f67df10bad · outbound

This paper cites Open-unmix - a reference imple- mentation for music source separation,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Open-unmix - a reference imple- mentation for music source separation,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.197167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc55813-17bc-4066-b1d8-6a1155c8195d · outbound

This paper cites Spleeter: a fast and efficient music source separation tool with pre-trained models,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Spleeter: a fast and efficient music source separation tool with pre-trained models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.324195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b5856eb-1bcf-4fc9-9aa1-c11c7cf43d11 · outbound

This paper cites Hybrid Spectrogram and Waveform Source Separation.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Hybrid Spectrogram and Waveform Source Separation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.434039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c892742-1fd4-400a-bd8a-c6751a917048 · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Conformer: Convolution-augmented Transformer for Speech Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.525577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574f46d1-3428-4df6-a6c9-888afe8c17e7 · outbound

This paper cites Aura: A stegaformer-based scalable deep audio wa- termark with extreme robustness,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Aura: A stegaformer-based scalable deep audio wa- termark with extreme robustness,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.597480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2bc651-a8ab-4625-a234-0c758f4dbbcd · outbound

This paper cites FiLM: Visual Reasoning with a General Conditioning Layer.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training FiLM: Visual Reasoning with a General Conditioning Layer

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.661694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2c8fa7-cfe5-493e-a49b-63dfaa1f8206 · outbound

This paper cites Robust speech watermarking by a jointly trained embedder and detector using a dnn,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Robust speech watermarking by a jointly trained embedder and detector using a dnn,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.789963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa367fd-061b-4282-81cd-f68e58ef216d · outbound

This paper cites Wave-u-net: A multi-scale neural network for end-to-end audio source separation,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Wave-u-net: A multi-scale neural network for end-to-end audio source separation,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:41.974092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe3fc82d-380f-4a08-91e2-8636820a9b4e · outbound

This paper cites Bidirectional recurrent neural networks,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Bidirectional recurrent neural networks,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.085674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e876df4-ebdd-455b-9dcc-c250e554ba5f · outbound

This paper cites Musical source separation: An introduction,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Musical source separation: An introduction,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.166168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcdd2f65-8a93-4e74-85dd-56cbd601492d · outbound

This paper cites Performance mea- surement in blind audio source separation,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Performance mea- surement in blind audio source separation,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.290913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3349f34a-a4ba-4c31-b76e-bfc992d08c79 · outbound

This paper cites FMA: A Dataset For Music Analysis.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training FMA: A Dataset For Music Analysis

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.342050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e8b097-9b56-4718-84c0-761387fba4d7 · outbound

This paper cites Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.435007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ca25ff-c58d-4cf9-8c72-b797e366800e · outbound

This paper cites The musdb18 corpus for music separation,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training The musdb18 corpus for music separation,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.511762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 226673d6-99e2-4c78-aaa2-02f64a4e0c1d · outbound

This paper cites BigVGAN: A Universal Neural Vocoder with Large-Scale Training.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training BigVGAN: A Universal Neural Vocoder with Large-Scale Training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.596651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6831850f-cf73-4a3f-ad19-13c231338263 · outbound

This paper cites Noise-to-mask ratio loss for deep neural network based audio watermarking,.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training Noise-to-mask ratio loss for deep neural network based audio watermarking,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.653314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b2569b-0c78-4d37-a140-1877a79b48be · outbound

This paper cites ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric.

Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T18:03:42.705090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d95a5364-4c2f-4396-946b-a1b22a37c019 · inbound