Paper Citation Record · LEDGER

Advances in Speech Separation: Techniques, Challenges, and Future Trends

As of 21 August 2026, this Paper Citation Record lists 100 of 241 outbound references and 5 inbound Pith citation observations for arXiv:2508.10830.

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

pith.paper-citation-record.v1
2508.10830 v1

Coverage vector

measured 100 of 241 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:19:49.298831Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:51:37.442667Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T17:15:09.321285Z

Reference resolution

100 of 241 outbound references displayed

verified exact1
verified fuzzy0
unresolved99
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10a0426f-6f5c-47f2-a481-1d30194cee65 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:48.593370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b45d144-0591-49a8-899f-356e972553bf · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:48.680901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f6ddba6-f2b0-4a59-9dfb-388c32a49362 · outbound

This paper cites Arons, ``A review of the cocktail party effect,'' Journal of the American Voice I/O society, vol.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Arons, ``A review of the cocktail party effect,'' Journal of the American Voice I/O society, vol

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:48.761428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3037be26-5a15-4681-bc28-2c3f7dcecde9 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:48.835571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 645968e7-8bf8-45c6-a462-d60ef0b9c837 · outbound

This paper cites Hyv \"a rinen and E.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Hyv \"a rinen and E

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:48.969839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e222a1-6ed3-4601-8497-baa935047a91 · outbound

This paper cites Cichocki, R.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Cichocki, R

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.024221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa05b4c-a05d-4686-9429-73ccead44048 · outbound

This paper cites Tesch and T.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Tesch and T

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.027558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff520012-c340-486f-9837-b0606ba8d845 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.031234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1644cb4-f737-4051-bd45-d4953326566f · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.034197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d539daec-839f-4a3a-8e11-bbe60afdfcda · outbound

This paper cites Luo and N.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Luo and N

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.037090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8322881d-f4d8-4a05-8b34-4d946d013961 · outbound

This paper cites Tzinis, Z.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Tzinis, Z

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.040628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3967483-5c7f-441e-87b7-39821669cf4c · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.043812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acaca51d-890f-46a0-8d03-a200e0c8b894 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.047075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2109ec44-b72f-432d-8f8f-8f8ed03f1f70 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.049902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02c3d65-009e-4821-a475-7137cc0c08c7 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.052955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5d95d1-0a19-4614-bc04-949f761da337 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.056697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a6342e-5d16-4600-9a9e-126ef9dcc80a · outbound

This paper cites Subakan, M.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Subakan, M

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.059258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 149346b9-605e-4d3a-acd2-dc0fb71f6b19 · outbound

This paper cites Zhao and B.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Zhao and B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.062284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e04c835-46ec-464d-bb82-fd600044feeb · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.065950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06281d8b-70bc-407a-b40c-9e92a9fd78ed · outbound

This paper cites Goodfellow, J.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Goodfellow, J

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.069242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b1afe8a-5919-427e-aac5-e6edc5d2120c · outbound

This paper cites Li, W.-T.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Li, W.-T

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.071805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1abe0baa-2603-4f33-b2ca-2df7a4ff6a9e · outbound

This paper cites Fu, C.-F.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Fu, C.-F

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.074589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9e864e-7cfd-445e-905f-03abcd4e451f · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.077366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a67ff0-9db6-434f-835e-3148194f9019 · outbound

This paper cites Lutati, E.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Lutati, E

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.080308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 770a68c4-2b42-4277-a8e0-0fa3247a10d1 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.082825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8ab842-dfb8-47e1-bed4-40e4e5f9c59b · outbound

This paper cites Takahashi, S.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Takahashi, S

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.085468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac812685-2b12-4613-85b0-b1d9e12a38cb · outbound

This paper cites Nachmani, Y.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Nachmani, Y

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.087986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0712a0ce-964d-4670-83fa-0d3330913a84 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.090414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f06ea83-a3f8-418d-98e5-0558d9bcd758 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.093303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e3816bf-04e3-453f-880e-51ed41831ecb · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.096242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7374724-e08c-49d6-b17a-8c14bbd14b81 · outbound

This paper cites Wang and J.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Wang and J

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.099024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc09e73-a1ab-45ec-9663-0618bbdea065 · outbound

This paper cites Mirbeygi, A.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Mirbeygi, A

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.101963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b85a715-9d02-4b82-b23c-f7b8c422fd39 · outbound

This paper cites Agrawal, M.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Agrawal, M

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.105179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2e93df9-2b7c-44e8-a897-0b812d98991f · outbound

This paper cites Ochieng, ``Deep neural network techniques for monaural speech enhancement and separation: State of the art analysis,'' Artificial Intelligence Review, vol.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Ochieng, ``Deep neural network techniques for monaural speech enhancement and separation: State of the art analysis,'' Artificial Intelligence Review, vol

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.107554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3a9336b-2b37-407a-ab59-b1186bab6452 · outbound

This paper cites Ansari, A.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Ansari, A

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.110396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6976d0f-5b3e-49fb-91a1-75ca8f476d27 · outbound

This paper cites Le Roux, S.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Le Roux, S

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.113571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6872fa51-f44c-49d4-97ae-19e6395029f9 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.116757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d7236f-b565-436b-933d-aff4d127a7e8 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.119313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ac30918-1024-40f9-a74c-0466c2fae86f · outbound

This paper cites Cosentino, M.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Cosentino, M

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.121835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb0400c4-e5d1-4219-bf26-f94cb2d20806 · outbound

This paper cites Wichern, J.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Wichern, J

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.124379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d8989c-e1b3-447e-b9a9-5607de704c2c · outbound

This paper cites Subakan, M.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Subakan, M

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.127630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b3994ee-6c02-4ee3-a487-bf5a0ca8a9ce · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.130113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2885aee5-c654-4ee2-8b0c-06326ed1421a · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.132581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8b598a-046e-4956-9696-00fba0541e57 · outbound

This paper cites Pariente, S.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Pariente, S

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.135289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d03fbb8-78aa-4b76-91c0-7bcf5c3d6a1e · outbound

This paper cites Ravanelli, T.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Ravanelli, T

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.138176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd060c57-b4e4-4136-a6c0-9d8583f1e7a1 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.140556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2530e23-7e97-400e-9346-62b5c25d1de6 · outbound

This paper cites Haykin and Z.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Haykin and Z

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.142973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2400392-2830-452d-999f-5faaf37da8ef · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.145721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a38bc71-d278-447c-8616-40231b540979 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.148221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32098a59-c9c9-4fca-ba0f-648482bfc31c · outbound

This paper cites Cusack, J.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Cusack, J

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.150743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad90545-00c7-462b-850f-32a2d06e6918 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.153012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6fe32d-8923-4b08-a21a-315925ffa009 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.155292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b53e4c2-686c-4118-87b2-51c7168b45fa · outbound

This paper cites Elhilali, L.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Elhilali, L

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.158400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b959ff9-5cc1-4b58-970b-99de875391ef · outbound

This paper cites Divenyi, Speech Separation by Humans and Machines.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Divenyi, Speech Separation by Humans and Machines

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.161148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5722516c-4087-4908-a010-631984af0d2d · outbound

This paper cites Li, X.-Y.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Li, X.-Y

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.163592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db4655de-e839-4dd9-9393-67c01763a950 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.166560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18bdfaad-0a49-4058-a2a5-8b1e841cf960 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.169963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad762c36-44c8-4fa3-b033-85cf7c2157bc · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.172369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f16beb-d194-4f91-9deb-08f2080a5b83 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.174821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a82745cb-5b54-49e1-a739-d31cbe69e725 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.177458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4d24db-190a-4b46-bf49-f93e1e62408f · outbound

This paper cites Gour \'e vitch, C.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Gour \'e vitch, C

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.180531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ea4c8b-e473-4930-8928-77a8b2aa6cb3 · outbound

This paper cites Patel, K.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Patel, K

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.183394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e20857d-4e04-4016-8436-bc0d7d1fd747 · outbound

This paper cites Li and D.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Li and D

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.186359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227f3149-665e-4bde-a6ca-343034f41542 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.189063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b45514e8-95d8-4228-a74e-cd1823da00ae · outbound

This paper cites Lakatos, G.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Lakatos, G

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.191590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a074a25-328d-4cbb-9dc3-ccbe5b7046a1 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.193998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63d12962-f247-4ebc-b46c-0f456ce03984 · outbound

This paper cites Mesgarani and E.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Mesgarani and E

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.196624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b125cc5-20b4-4c77-87e5-3167ecbf9194 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.199139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef401d20-06f4-46d9-bf08-3bad0f92a0f2 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.201838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c124008c-f318-43da-893f-ee0f57519158 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.204057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad00587-1d6f-4c5f-b0c6-82331e8de0d9 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.206775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7009c5a-188f-4e62-a7d6-1213ddf73570 · outbound

This paper cites Luo and N.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Luo and N

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.209472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e239847-0302-4d90-b680-82e423bbe063 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.211803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ba0774-9d5e-4532-87b4-c61d10298a8b · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.214390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4951b60-163e-4fdb-a4ba-a2bca99b6645 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.216765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42558647-6001-48a7-a347-2c5c6d3cea5b · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.219454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1cccc2a-60ab-4eae-bbda-7d79f1441842 · outbound

This paper cites Vaswani, N.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Vaswani, N

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.222379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57a2bd6d-a5d6-43d6-a136-f0bf71bcfec4 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.224739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1289a115-8811-45b3-bdba-c7220f50cf0b · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.227747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 095837f7-91a9-4331-8db4-6deb2f46bcc0 · outbound

This paper cites Wisdom, E.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Wisdom, E

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.230392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a4c9fcf-4f11-492e-96a9-0507ae4d59c9 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.232815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa1b20a-5b65-468e-ab62-1e6cc76c453b · outbound

This paper cites Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:20:01.021230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 03ec97e2-0ed4-4508-95a5-90eb0ca91ab7 · outbound

This paper cites Wang and S.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Wang and S

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.238435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e0ca19-3cd7-4f4a-aff7-6a1b6fa78b93 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.241336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b93a2ee9-f7dc-4b92-8fe8-4811d4d0f707 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.244436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41bfc999-bb3f-4ad3-a5b4-b71c2daee3a0 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.246798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c30eb35-e091-4120-81dc-cc13dc460e79 · outbound

This paper cites Zeghidour and D.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Zeghidour and D

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.249172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def670fc-092a-4acb-b819-ac4ba07664ec · outbound

This paper cites Kolbæk , D.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Kolbæk , D

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.251724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4789a497-8ccc-426d-bf7c-0873fece787d · outbound

This paper cites Stoller, S.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Stoller, S

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.254845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d9f97ef-6dbb-42e8-9d8b-1742f5f02c3c · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.257257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a9497f2-09b7-467b-880c-f9cfe38ab16f · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.259885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b75990-69fe-4c4b-beb5-76cc717e7803 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.262457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e2956b-0d1a-438a-a65e-cc442cee8107 · outbound

This paper cites Liu and D.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Liu and D

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.265142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76e07480-71c2-43dd-a2b0-ea12c58a21d5 · outbound

This paper cites Zhang, Z.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Zhang, Z

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.267570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6d0d8a-896a-44f5-97d7-fdded7978f1e · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.272914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc218fd-16d8-4e6b-9535-62525ac8688f · outbound

This paper cites Tzinis, S.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Tzinis, S

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.278328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5098c54d-f87e-477d-abfb-2662ed3638c0 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.283442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83e9e85-de1d-4898-bd7b-703ab87c7bf7 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.290560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25175b06-9d20-4a6c-887b-e719137b29a2 · outbound

This paper cites an unresolved cited work.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.295526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b1c43d-cbf3-4a32-bb5d-5bf8f9f98e18 · outbound

This paper cites Rixen and M.

Advances in Speech Separation: Techniques, Challenges, and Future Trends Rixen and M

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-05T20:19:49.298831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d7e482e8-561b-499d-adaf-844fa79f4b39 · inbound

AUDDT: A Unified Benchmark Toolkit for Audio and Speech Deepfake Detectors cites this paper.

AUDDT: A Unified Benchmark Toolkit for Audio and Speech Deepfake Detectors Advances in Speech Separation: Techniques, Challenges, and Future Trends

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T15:51:37.442667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c955f72d-9be3-4623-b4e7-e08f7a3f7b1c · inbound

Predictive-Generative Drift Decomposition for Speech Enhancement and Separation cites this paper.

Predictive-Generative Drift Decomposition for Speech Enhancement and Separation Advances in Speech Separation: Techniques, Challenges, and Future Trends

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:51:29.938023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95013fcd-a971-4116-a222-4ec4b8f2f699 · inbound

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling cites this paper.

Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling Advances in Speech Separation: Techniques, Challenges, and Future Trends

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-08T17:15:09.322662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cdb66fad-bc07-49ce-8ef9-933f354b5a3a · inbound

The SonicAGI System for the REAL-TSE Challenge cites this paper.

The SonicAGI System for the REAL-TSE Challenge Advances in Speech Separation: Techniques, Challenges, and Future Trends

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T07:11:03.060573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7ff657-1d6c-4021-9c83-4b159a90bbf3 · inbound

WeSep: A Modular and Cue-Composable Framework for Target Speaker Extraction cites this paper.

WeSep: A Modular and Cue-Composable Framework for Target Speaker Extraction Advances in Speech Separation: Techniques, Challenges, and Future Trends

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T00:58:13.635128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.