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Paper Citation Record · LEDGER

Source Separation by Flow Matching

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 4 inbound Pith citation observations for arXiv:2505.16119.

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

pith.paper-citation-record.v1
2505.16119 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:12:40.602746Z

measured 49 of 49 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:58:03.770509Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:50:57.838205Z

Reference resolution

45 of 45 outbound references displayed

  • verified exact0
  • verified fuzzy39
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 227965e4-89a8-4701-b465-bd9e7de8d7fe · outbound

This paper cites Makino, Ed., Audio Source Separation, ser.

Source Separation by Flow Matching Makino, Ed., Audio Source Separation, ser

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:47.066141Z

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.

source=pdf_text observed=2026-08-07T15:12:37.988307Z digest=sha256:b24c9b60e0c560c99c08e7eb6ac47b633da931cab4dd736f25bebec36b8a6464

Observation 38059781-57e5-4442-a3f2-58513ec183ad · outbound

This paper cites Static and dynamic source separation using nonnegative factorizations: A unified view,.

Source Separation by Flow Matching Static and dynamic source separation using nonnegative factorizations: A unified view,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:46.885533Z

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.

source=pdf_text observed=2026-08-07T15:12:38.026262Z digest=sha256:a699ef78e115af23fa42caef4dab76015e965e8b72fd359a544eded979cd0300

Observation 121b79a6-93f9-49a5-baba-7fe0a5fad6f9 · outbound

This paper cites Deep clustering: Discriminative embeddings for segmentation and separation,.

Source Separation by Flow Matching Deep clustering: Discriminative embeddings for segmentation and separation,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:46.680826Z

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.

source=pdf_text observed=2026-08-07T15:12:38.071683Z digest=sha256:60216fc709e46b6c66608d17b3cafe6237678e38287d58aa6abad976d9da1d33

Observation aa29dc91-ffff-4e09-9870-a23d3ce781b8 · outbound

This paper cites Multitalker speech separation with utterance-level permutation invariant training of deep recurrent neural networks,.

Source Separation by Flow Matching Multitalker speech separation with utterance-level permutation invariant training of deep recurrent neural networks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:46.493855Z

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.

source=pdf_text observed=2026-08-07T15:12:38.118453Z digest=sha256:1d4b500d7d8f1cfa8e445b16349de538f30dc528925e341a081f5abd936f841f

Observation 369bf81b-b1f5-4ad0-aef8-002f17a9446c · outbound

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

Source Separation by Flow Matching Conv-TasNet: Surpassing ideal time–frequency magnitude masking for speech separation,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:46.311689Z

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.

source=pdf_text observed=2026-08-07T15:12:38.168894Z digest=sha256:b95fe558f8b7bd1e8a35d2ade150c7e6b57e292440f2bd20eb7a8b5b13dd3a0a

Observation d6a67572-50e6-4ae6-8849-ab8c96624c3d · outbound

This paper cites High fidelity speech enhancement with band-split RNN,.

Source Separation by Flow Matching High fidelity speech enhancement with band-split RNN,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:46.200649Z

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.

source=pdf_text observed=2026-08-07T15:12:38.206486Z digest=sha256:94594a20922f9139defac12a77c27f51e9004c8534c1739ad82ad254f1548358

Observation 9afaf2c9-d726-4302-8b33-bb7f1e85aadd · outbound

This paper cites Mel-band RoFormer for music source separation,.

Source Separation by Flow Matching Mel-band RoFormer for music source separation,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:46.032642Z

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.

source=pdf_text observed=2026-08-07T15:12:38.253836Z digest=sha256:832df562711674ed2482fcb54403e9441b3c806dfc91ab9a455b61b959a4f258

Observation f84cb736-51b1-484f-9e91-e248c51abb66 · outbound

This paper cites TF- locoformer: Transformer with local modeling by convolution for speech separation and enhancement,.

Source Separation by Flow Matching TF- locoformer: Transformer with local modeling by convolution for speech separation and enhancement,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.878237Z

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.

source=pdf_text observed=2026-08-07T15:12:38.292464Z digest=sha256:f6b296159293f278d926cb7951637af52bae892f5073d7815f74f93e3716b3e0

Observation c5f17e01-93f5-4577-bd6f-5bfcf7d521a9 · outbound

This paper cites Autoencoding beyond pixels using a learned similarity metric,.

Source Separation by Flow Matching Autoencoding beyond pixels using a learned similarity metric,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.754627Z

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.

source=pdf_text observed=2026-08-07T15:12:38.325999Z digest=sha256:2c465e325d97f93fb352365ccf039d497f7d08b4338558d1dc5369a7a60f57cf

Observation 046e0332-4d9b-4455-b760-69cdf518ea84 · outbound

This paper cites Generative adversarial source separa- tion,.

Source Separation by Flow Matching Generative adversarial source separa- tion,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.634951Z

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.

source=pdf_text observed=2026-08-07T15:12:38.375807Z digest=sha256:0c35f7c81125f47b7e38e9ec8a690537f48ca760f75455b3e6d83e92becafb9e

Observation 16235692-7ba6-4826-beb9-4e840d6108fb · outbound

This paper cites Source separation with deep generative priors,.

Source Separation by Flow Matching Source separation with deep generative priors,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.477303Z

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.

source=pdf_text observed=2026-08-07T15:12:38.426532Z digest=sha256:34d538b06f7041f29b0f161b98ce4bc1a4805e25cb11fb7b95b824accd4d6448

Observation 955dcb14-e612-45e9-98fa-e109deb52232 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics,.

Source Separation by Flow Matching Deep unsupervised learning using nonequilibrium thermodynamics,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:12:38.471279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:12:38.471279Z digest=sha256:b8fa118bc973292abcde62ecba2d3da49ad3c0ae9c22c663a8c4c95f0e021c49

Observation 947f6011-334d-492f-a210-f89fc96ab15f · outbound

This paper cites Score-based generative modeling through stochastic differential equations,.

Source Separation by Flow Matching Score-based generative modeling through stochastic differential equations,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.243019Z

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.

source=pdf_text observed=2026-08-07T15:12:38.561459Z digest=sha256:5d32bb7761c30fc2e334b39fe1e41f338fbb693738cd2fad882eaea255418743

Observation 252f0df5-ea8e-41eb-9857-f66f76a5ddc9 · outbound

This paper cites WaveGrad: Estimating gradients for waveform generation,.

Source Separation by Flow Matching WaveGrad: Estimating gradients for waveform generation,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.108828Z

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.

source=pdf_text observed=2026-08-07T15:12:38.604129Z digest=sha256:42c722c9890f7099090de898d078d91eff353675e763fe03094a1fe957343776

Observation df78ad60-1370-4b19-891c-804c94e2bc39 · outbound

This paper cites PriorGrad: Improving conditional denoising diffusion models with data-dependent adaptive prior,.

Source Separation by Flow Matching PriorGrad: Improving conditional denoising diffusion models with data-dependent adaptive prior,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:44.910814Z

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.

source=pdf_text observed=2026-08-07T15:12:38.651366Z digest=sha256:c341c6124692620724e128a24449760bed8d402fbfa8e84e098b5a5f7fd757a3

Observation f2b2146a-89c7-4542-b28c-96e5196b7982 · outbound

This paper cites SpecGrad: Diffusion probabilistic model based neural vocoder with adaptive noise spectral shaping,.

Source Separation by Flow Matching SpecGrad: Diffusion probabilistic model based neural vocoder with adaptive noise spectral shaping,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:44.716030Z

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.

source=pdf_text observed=2026-08-07T15:12:38.711915Z digest=sha256:80c3d678468f90d1c4e514f2d0a7f33210e4debec53b6c54cd7c70684f648d55

Observation 18f94fd0-c0c6-4d27-92bd-ebc3ae8aca29 · outbound

This paper cites Diffusion models for audio restoration: A review,.

Source Separation by Flow Matching Diffusion models for audio restoration: A review,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:44.539331Z

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.

source=pdf_text observed=2026-08-07T15:12:38.760571Z digest=sha256:62de4c18f04539ffa5f8d260f7938df4f6230d524160c992057747ccf3e8f207

Observation 8c40a4c1-676a-4c0f-b119-3ad6eb365f3e · outbound

This paper cites Classifier-free diffusion guidance,.

Source Separation by Flow Matching Classifier-free diffusion guidance,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:44.376886Z

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.

source=pdf_text observed=2026-08-07T15:12:38.794233Z digest=sha256:3bbe34375ae4dafc4e0796f9a87b82ff7a06964afac10408545fb2ac177ee18a

Observation 01ce6955-5317-4294-acbc-cbec5cebf6fb · outbound

This paper cites SEPDIFF: Speech separation based on denoising diffusion model,.

Source Separation by Flow Matching SEPDIFF: Speech separation based on denoising diffusion model,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:44.216950Z

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.

source=pdf_text observed=2026-08-07T15:12:38.838414Z digest=sha256:4fb90e8d4f09ba441222eb2ab5f9fe0e7c3421f83f73c24db9ae81d027dea72d

Observation 3aefaa37-2fb4-4448-b215-d2f931a750c0 · outbound

This paper cites Multi-source diffusion models for simultaneous music generation and separation,.

Source Separation by Flow Matching Multi-source diffusion models for simultaneous music generation and separation,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:44.055119Z

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.

source=pdf_text observed=2026-08-07T15:12:38.879268Z digest=sha256:2e0540a480f75cbd9c7df1c210ed55496c1b8cd3b9dc9f6cbf08271dc7a21b3d

Observation 2347b2c6-f23a-463e-9bf0-d22f03254e77 · outbound

This paper cites Noise-robust Speech Separation with Fast Generative Correction.

Source Separation by Flow Matching Noise-robust Speech Separation with Fast Generative Correction

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:12:38.931879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:12:38.931879Z digest=sha256:1e201df63b97114bc45a6dd824aa6630ccc02f5d1795509641d4a8ca297666ad

Observation 758add95-fb51-4631-b89e-a8671aee03b2 · outbound

This paper cites Diffusion-based generative speech source separation,.

Source Separation by Flow Matching Diffusion-based generative speech source separation,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:43.914896Z

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.

source=pdf_text observed=2026-08-07T15:12:38.993330Z digest=sha256:b087b9e2064cc7235912fa011285abd8114495b0d3fe3caa45bdff049c847f1c

Observation fe585b86-e60f-4522-912c-209274eb4609 · outbound

This paper cites EDSep: An effective diffusion-based method for speech source separation,.

Source Separation by Flow Matching EDSep: An effective diffusion-based method for speech source separation,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:43.775302Z

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.

source=pdf_text observed=2026-08-07T15:12:39.043483Z digest=sha256:fc6a3bc010634b59242c5829a3cfe842a57cc868568fbd53bc13215c9d87b016

Observation 6a756eac-fb80-4226-bdb2-95822411a280 · outbound

This paper cites Non-denoising forward-time diffusions,.

Source Separation by Flow Matching Non-denoising forward-time diffusions,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:43.579889Z

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.

source=pdf_text observed=2026-08-07T15:12:39.087362Z digest=sha256:df9b7194a7b2fb317ebc8059ad361467733a96d29ed964060698ed253a784cb4

Observation e496afed-79a6-4c53-9a54-bc4dc7799358 · outbound

This paper cites Diffusion Schr¨odinger bridge with applications to score-based generative modeling,.

Source Separation by Flow Matching Diffusion Schr¨odinger bridge with applications to score-based generative modeling,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:43.394605Z

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.

source=pdf_text observed=2026-08-07T15:12:39.141616Z digest=sha256:aefaf93de242afb81dda796338e711084d679c072f4c8964a408832721e02725

Observation 3e0eb62b-eeb7-4eea-9d1c-b2e2297c4292 · outbound

This paper cites Flow matching for generative modeling,.

Source Separation by Flow Matching Flow matching for generative modeling,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:43.259473Z

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.

source=pdf_text observed=2026-08-07T15:12:39.179025Z digest=sha256:ec5260ea2fe539a5da6ba727abb4c40a35f87a8947a520ae965538f355768d28

Observation e738f75e-9f9b-4c30-9290-179e4fb7ef9d · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

Source Separation by Flow Matching Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T15:12:39.230832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:12:39.230832Z digest=sha256:6ee9621b15410261dff4c768af093b454a501928854193200d856bec23cc6fe3

Observation 2f1109e2-1d4d-4d1e-b3d0-6d95a039d09a · outbound

This paper cites Let us Build Bridges: Understanding and Extending Diffusion Generative Models.

Source Separation by Flow Matching Let us Build Bridges: Understanding and Extending Diffusion Generative Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T15:12:39.280502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:12:39.280502Z digest=sha256:2d82a818c081fa71b050487918b10bb9e2a6958487ced0a4dbf5575261594e97

Observation 38ec4150-a5be-4c75-bd2d-8a4f66e69df1 · outbound

This paper cites Zero-shot image restoration using denoising diffusion null-space model,.

Source Separation by Flow Matching Zero-shot image restoration using denoising diffusion null-space model,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:43.116702Z

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.

source=pdf_text observed=2026-08-07T15:12:39.342422Z digest=sha256:ca97e1269c143b8d9f0f72b741a7f4ebbafdbad3fdb0e8b06e26b3dc0f6c19ef

Observation 8265461c-0470-4c79-a65d-86b3ac4a0b43 · outbound

This paper cites Equivariant flow matching,.

Source Separation by Flow Matching Equivariant flow matching,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:42.963979Z

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.

source=pdf_text observed=2026-08-07T15:12:39.352638Z digest=sha256:2b1b6ff528f32b2d18ad31e6b0fabdcce165627858bdb6c56fbfa2e964cfacfb

Observation 7b766f94-3252-4081-87d6-65ee5dcc8786 · outbound

This paper cites Diffusion posterior sampling for general noisy inverse problems,.

Source Separation by Flow Matching Diffusion posterior sampling for general noisy inverse problems,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:42.821529Z

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.

source=pdf_text observed=2026-08-07T15:12:39.373781Z digest=sha256:655f27c56be4bcdf504d7aaa95df8419031e69e9e97fe88050069d7ca28d34a0

Observation 0d105b31-7c4f-45fd-88c7-25d86e615a89 · outbound

This paper cites Improving and generalizing flow-based generative models with minibatch optimal transport,.

Source Separation by Flow Matching Improving and generalizing flow-based generative models with minibatch optimal transport,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:42.645063Z

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.

source=pdf_text observed=2026-08-07T15:12:39.409982Z digest=sha256:d01eeb870a85de7778fe5ed7fff57dfcd7d16c2a8200fd6490892efb917b89a1

Observation 608eaf33-7af6-4f7b-88ba-19f4cfcc8d7c · outbound

This paper cites Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching.

Source Separation by Flow Matching Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T15:12:39.447692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:12:39.447692Z digest=sha256:6e67c2a93c45c654e7612bfd54e799a139f7bd18da133ff5690724fb53352bc0

Observation 40187fa6-1f75-4389-aee1-87dfcc493492 · outbound

This paper cites Dynamic conditional optimal transport through simulation-free flows,.

Source Separation by Flow Matching Dynamic conditional optimal transport through simulation-free flows,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:42.485517Z

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.

source=pdf_text observed=2026-08-07T15:12:39.575469Z digest=sha256:e58d22aec7049429f5b324fd71c793704ef7ef52422e39eff9d70799ac842958

Observation f7a5685f-8ff3-4e92-ae94-d215e02b1737 · outbound

This paper cites Scalable diffusion models with transformers,.

Source Separation by Flow Matching Scalable diffusion models with transformers,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:12:39.706253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:12:39.706253Z digest=sha256:36e1f858ced0eab2ea8f56fe6a204e4d26c5fbf3d60a7f94aebef67696e3a981

Observation 980cef64-e393-4385-987f-31a1bfab77c2 · outbound

This paper cites Neural diffusion processes,.

Source Separation by Flow Matching Neural diffusion processes,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:42.288114Z

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.

source=pdf_text observed=2026-08-07T15:12:39.841677Z digest=sha256:bfe8f50dc8af75751f8a49b2b6268e0f3a9ddefbef2501579d5e6f9e2d497648

Observation ee6ccff4-6953-4f48-a9ab-33299d55f322 · outbound

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

Source Separation by Flow Matching SDR–half-baked or well done?

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:42.021673Z

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.

source=pdf_text observed=2026-08-07T15:12:39.981485Z digest=sha256:8f288906c4b451a7053dfe0696bc0fa0055bc76135accc954fdff6788aa85067

Observation 784e65f3-7f8c-40d3-bcad-01a25295cc31 · outbound

This paper cites Denoising diffusion probabilistic models,.

Source Separation by Flow Matching Denoising diffusion probabilistic models,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:45.370085Z

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.

source=pdf_text observed=2026-08-07T15:12:40.079194Z digest=sha256:4fb1d111fc3d14c7b6e6cef1613ffae196e1f06b50c9089c3ca35344e53fede9

Observation 5bea41de-ef54-424e-b726-5c68ad2a1983 · outbound

This paper cites Looking to listen at the cocktail party: Audio-visual speech separation,.

Source Separation by Flow Matching Looking to listen at the cocktail party: Audio-visual speech separation,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:41.823006Z

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.

source=pdf_text observed=2026-08-07T15:12:40.182847Z digest=sha256:697dc5e73c96ded9daa67bed2a7c1a0cbb5262d92a498f76583b06eeb9b01c37

Observation 6c45ca15-c7c9-41a6-8927-e927065012fa · outbound

This paper cites Miipher: A robust speech restoration model integrating self-supervised speech and text representations,.

Source Separation by Flow Matching Miipher: A robust speech restoration model integrating self-supervised speech and text representations,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:41.668013Z

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.

source=pdf_text observed=2026-08-07T15:12:40.283871Z digest=sha256:4d809c9314191104d74839a4bf7df341ded33c188b0075a0f40df048f6546036

Observation 72278677-7c86-4da2-b0c5-516059cd531e · outbound

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

Source Separation by Flow Matching SDR – half- baked or well done?

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:41.563690Z

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.

source=pdf_text observed=2026-08-07T15:12:40.331015Z digest=sha256:64a410279c70bc2e51d94a2c7ce76ae85ed55d39f2d1e6c96c7958f33b199930

Observation 633ff7a1-573a-4285-937e-1d8947d9f39b · outbound

This paper cites An algorithm for predicting the intelligibility of speech masked by modulated noise maskers,.

Source Separation by Flow Matching An algorithm for predicting the intelligibility of speech masked by modulated noise maskers,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:41.459804Z

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.

source=pdf_text observed=2026-08-07T15:12:40.417669Z digest=sha256:376bd0695139cecb05ebb16a80b88eba076a8cef6c4776bc51bc7e02487a06a8

Observation ff52da93-6e90-47fd-9f89-d67c81f5b1c7 · outbound

This paper cites Perceptual evaluation of speech quality (PESQ),.

Source Separation by Flow Matching Perceptual evaluation of speech quality (PESQ),

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:41.285677Z

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.

source=pdf_text observed=2026-08-07T15:12:40.476303Z digest=sha256:c8822fd11ba717f00a44b292058e83cd43dffb87374241d7c68c0f347387df25

Observation ca2b6af5-6508-43fa-a392-1808d4c36e47 · outbound

This paper cites Perceptual objective listening quality assessment (POLQA), the third generation ITU-T standard for end-to-end speech quality measurement part I–Temporal alignment,.

Source Separation by Flow Matching Perceptual objective listening quality assessment (POLQA), the third generation ITU-T standard for end-to-end speech quality measurement part I–Temporal alignment,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:41.040800Z

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.

source=pdf_text observed=2026-08-07T15:12:40.530750Z digest=sha256:a930de7c19643fbf57f2f69ef9762388ab57ca5771ea9f9d649471276abecc7d

Observation 32a86106-de5d-4124-9469-9822034f6a01 · outbound

This paper cites DNSMOS P.835: A Non- Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors,.

Source Separation by Flow Matching DNSMOS P.835: A Non- Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:12:40.792843Z

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.

source=pdf_text observed=2026-08-07T15:12:40.602746Z digest=sha256:1e6610f559daf63a941001957b6640d366d8add2874f7e0f4ae196e6979b5be6

Pith citing papers

Observation 3e35671d-51fe-4103-b5b9-d90d0d4e0ff0 · inbound

SequenceLayers: Sequence Processing and Streaming Neural Networks Made Easy cites this paper.

SequenceLayers: Sequence Processing and Streaming Neural Networks Made Easy Source Separation by Flow Matching

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:03.770509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:03.770509Z digest=sha256:2ffc3931883ccaf99a6d5948e6c9e471b31c7584bb039c0d357c2c2dbcedfa9a

Observation aeb875c3-f621-43d5-a282-b17a71bae7e9 · inbound

UniFlow: Unifying Speech Front-End Tasks via Continuous Generative Modeling cites this paper.

UniFlow: Unifying Speech Front-End Tasks via Continuous Generative Modeling Source Separation by Flow Matching

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:46.289894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T22:07:46.289894Z digest=sha256:39924c83dbfd88f654a96d812b74f9b6966e98ccecd29743cb5ad0fe9973066f

Observation 197db680-9a1e-48f8-93be-37fa82b8cf1a · inbound

Conditional Flow Matching for Visually-Guided Acoustic Highlighting cites this paper.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Source Separation by Flow Matching

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T04:55:14.983041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:55:14.983041Z digest=sha256:112b94252779b7397f6d2305a1734caafb349a0055e74a6e7aec6e2794d39b70

Observation dee4d184-c7c5-471b-89e2-be366050d1a8 · inbound

MAGE: Modality-Agnostic Music Generation and Target-Source Extraction cites this paper.

MAGE: Modality-Agnostic Music Generation and Target-Source Extraction Source Separation by Flow Matching

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:50:57.851343Z

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.

source=pdf_text observed=2026-05-10T16:29:05.333726Z digest=sha256:72088e2e2192072f96bbc502bce00b458bac51cdd310941ffde17cb0a01c9f0d