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Paper Citation Record · LEDGER

Source Separation by Flow Matching

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:37.988307Z digest=sha256:1c8314ae4b027aba1c2aea254b0d184c8979fc86ffb1fc03e04cf30e5dc17a73

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.026262Z digest=sha256:b4f286582961a86c45d4cccfaf0f40af13589f01314144f5c629e73e28ffb15a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.071683Z digest=sha256:7eb94a63dcbf65d17897446ce5736ab40d6922239c4771aa7cbd5eb45d21d64f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.118453Z digest=sha256:a746d2b93a25591ae3dfd86f48252e2b117f58c46f33a531214d60fdcb972c23

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.168894Z digest=sha256:a85f0c6490b1becd49a1048a3b26f95fc847c502fd602f75577b17cfe4c52220

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.206486Z digest=sha256:8dd173dda7a98cb9a49244581ac480b0f510d0b893da0371bfdba1b0f9f42aad

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.253836Z digest=sha256:7474f3d55cb1d92326fbaca9977489485eb4c92d5a372b562f04f1610d0bf037

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.292464Z digest=sha256:13e69c7da9deb868c536da801ca4f5a4e55868090c3684ba223a2cf1da509e8d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.325999Z digest=sha256:4b49869a7e9500deca125c4ed9ce759851d1409118acb6189e28386abc16ee0f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.375807Z digest=sha256:4db4c3bd3c3636f443f3acc823eec5ea3a8e69a70dd9060f410cd721e04e7382

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.426532Z digest=sha256:a9c1bbbc00101370690f21c4d65c44544a4aea3c2f4dd7115cb218637903a177

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=sha256:2bd2ab02e0b3369cc1914b224e6373d9a6e5e17d03e8bbac9ad5b8374e998ede

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.561459Z digest=sha256:c630b8f3968934538356fc18590c96eb375db6ecb65beed4e5c28d346d8de202

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.604129Z digest=sha256:81199bb4b0b8f4d743e1c7deb834bc2a01e1d1d43cc166900a7dc0f167079f83

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.651366Z digest=sha256:bff83648d05d94a230f924936e32f3ecf70c39460f814a6f9267477a3a7ea984

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.711915Z digest=sha256:97640637b47d839467bb062c5245342ac9383d84b441aa1523ffd088a759c492

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.760571Z digest=sha256:f42a264f672b58a4b28d8d636bb0b6b78f383697cb4bf8501dc98e43f2a243c1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.794233Z digest=sha256:86e9f1856e5dd473e6930479e746f62ec59ed81cf70dc13ebf73495d68fb1bb3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.838414Z digest=sha256:a888b4b62e94cfcef89821036aefa5471e006a31c51ae37309c8e89f782ac972

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.879268Z digest=sha256:f157896f1a1dd6721b8261006b5b145166162addfcb8c5e9460c1051b8216b7a

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:da5718d333db60cab5243d0247a8d530fb0505ba329d5a90d767af316c391eeb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:38.993330Z digest=sha256:4bed0ccb124c6e1fcfbff71a43c2d52da93e71c52eb07f3bcafb05275395955f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.043483Z digest=sha256:38a1c98738d3541b4099060d5cdbc64c44e3f4090d7fc01820cd3068e4d98a9d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.087362Z digest=sha256:bbcf2e109005e7b53a1491095ef19bdc57d2e881e1cdfcec8300a146d27da0f4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.141616Z digest=sha256:8867d81e7eecebcce9e3f8f3d55198fbceb78dada5ab0cc243c480654710adf3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.179025Z digest=sha256:e3c416ed07c54a70f541b0af88dd6048591d02f8fc847fd715faeebba7a5d463

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=sha256:300e751c90b511d4c051385e640da30154c0d67f74c6b462f3f4584038ace593

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=sha256:139b8524a791413b25d705880041f548ee1d0c365199fca3ebc7011b3e8e969b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.342422Z digest=sha256:c9aecf383e6f94fe9a5dd53fe1ab3b4a94f3bdf0cd14aafac709cae1567ed620

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.352638Z digest=sha256:e2e5233d63f7737ba4f0b845101b14a1f710184085e5df70c874fa1b5e4bd03c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.373781Z digest=sha256:c365bab379e3307a5240415911f7865437c6d626b42aae878af0d9c11617ceaf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.409982Z digest=sha256:4811c6f30f95c9fe702037e3324adbf0b5e98189b8a4ba07fb659f7298832a94

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=sha256:530e81285e1b8f011f33c1ed7053a6b2469a1f96f94c1bd3f6533a98dead2d3b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.575469Z digest=sha256:b042a25b654a667a9a7b4716334927125cf63131754698364a79f8bab0ff21df

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=sha256:5e4136e47995e8d9e86c4a6d2acf8b47809e3534f8684296bcdc1f7db7e2b570

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.841677Z digest=sha256:7f3dc12aee2791ab26d803e669c93d643a8e29549ea1941c4420c1d854a9d9d6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:39.981485Z digest=sha256:14cb611aa52f297caf5c655899f897421038b5e02ce2b24c98cd91cbee520c24

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.079194Z digest=sha256:9526a9a9fde487e49a68c30d52f4505b2359bb670c43d1de91395c16ecbfefae

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.182847Z digest=sha256:42358b715af87a83761f5736f63d63073f151a8985f3c99b3a2721ce9b15bbbc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.283871Z digest=sha256:c1480772a174ab28e83f9ff150fa94c5ee04066297d24f2dc6b43266382246ce

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.331015Z digest=sha256:69c562ac2f02f32411f443d162398235463365a30de4d8d0c01315c84b0bf7f3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.417669Z digest=sha256:07cfe115aaf2cb92ed5f222d4632d924b02bc7e15478a76ea2fde1df43fbdeca

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.476303Z digest=sha256:520bed256d2daf55f72e2d4b4248d8bb34ee90447e97b62733c2402ab3403a1a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.530750Z digest=sha256:e8f8ca13c74c1e4ed14c62539bbc0648f66a3df5ffc5c7c09dbf662b63b86cb9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T15:12:40.602746Z digest=sha256:57467167badb0c046d137f4dd57a2bb2063b95ce737fdf7a02a422a29d3d5f65

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=sha256:033f11057ddb099556e431a40a0b92ced3b9389bd95387b451ed5eeb3450e9b8

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=sha256:2694f8d03b2d22ece0ae731de72471a612daef352dfc281cad140120992ad983

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:b36ec238721bba5bac7d1d144392b9c8821d91ca74f61f0b761880bcfee45393

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T16:29:05.333726Z digest=sha256:eebab07224c9b89d33ed7ab0b75475669d567ae27646de905ac275cee6b6926c