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Paper Citation Record · LEDGER

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models

As of 22 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.19062.

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

pith.paper-citation-record.v1
2507.19062 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:04:57.599742Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44aaebde-9539-4dc0-976e-681b9650a7a4 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.389325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.385461Z digest=sha256:08e5e35d3b806ef6b11e5e59ae06e41cd77dcbb5c77ede8b4ae7f3dbd70a4cef

Observation 5d2bad5a-be21-4ac7-9dcb-be8ac9b780ab · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.376014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.390419Z digest=sha256:314b28113a9622980a0ee99fb53ac651e8c994c89d970794617b9769d2bb666f

Observation 9f953404-da06-42ce-a638-be1f80742cd7 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.362593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.394673Z digest=sha256:aa49d0d3e9c3c42fa6ec304357017eb41b0ec0dcef8c963b57676f80df2e8fac

Observation 62050284-e210-4495-85b4-0fb77ca3b5d2 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.348594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.399165Z digest=sha256:4f90cd0e7cea9172d212e453c02fafc12ba5b4d78814a3b3cff1479c802f0a60

Observation d386f9c5-cb73-415c-881e-b906a6ce7f1b · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.334221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.403407Z digest=sha256:e76ad82dfc5af19bcddde8ea2f25cd68cf350a02b79caa207a3afa2ec5868f96

Observation 7447118f-034b-4d1b-852e-dbe420dd41fa · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.320929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.407563Z digest=sha256:037fd9bac178b4fe086b51130304ddb0c542a33786650b3eb47744a12b0b1029

Observation 81fe1383-2a94-497b-970b-0dd085c12c04 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.306871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.412294Z digest=sha256:f582fa538bfbb347effd7ada7628f0903bd5a9d147f1560f0ca9771a1f5a64d9

Observation 0e8d162a-0fe7-4b05-b9e7-38ca56bc4b51 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.293373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.416506Z digest=sha256:f1e2b79b85e0cebb44c72d328c47f5fa2fc1fbc3a3582cfe22fa01753779bc1e

Observation a0aaa61e-9129-46c7-b95e-ecbac0951eb5 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.280217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.420650Z digest=sha256:ff1153e31671a47860f20b82a627e41a117182766bdd9858c3ed2ca4608baaef

Observation 7621bcd4-c2b8-4649-ae0b-bf018ee072af · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.424729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.424729Z digest=sha256:03308c71615fee6e5a954c6427c0b6eaccf2710c3c6a345461c5cdd77edbaad0

Observation 2ad83ffb-8483-477e-8a17-a0194f52a591 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.245435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.433128Z digest=sha256:d42e3ff4855678d4f9729f11ec351167a7e9af803b4edd6e76d36290909c13a1

Observation d0a9a3b0-46ce-4b40-98c5-3a7e73f75a5b · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.232322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.437172Z digest=sha256:2df76abdd50e050b5f783366dc379fe30eff79c060feaa4f3bd329118f498df4

Observation f2e59e65-b445-4bab-8eec-eff6d226cda0 · outbound

This paper cites WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.441033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.441033Z digest=sha256:46769db36a61ae1e99d465ab088c680dded360bc057de8aca94b4e9b5b295f34

Observation 4be90f66-6d7e-4ff2-86a4-0089fa2e26b6 · outbound

This paper cites LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.445338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.445338Z digest=sha256:b669b1fdb83483dfb14b5f2c51e1a65c532eafdb39b25c072d15c8fb9d266868

Observation dc327288-3009-427f-995d-dc92489b3f8f · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.217910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.449692Z digest=sha256:d43400a22f934fe45e38ce6627695f97f84870765c7e231924fe47020ce967f0

Observation 0bd4beac-a725-4355-8afe-2b9a9073bc6b · outbound

This paper cites Speech Enhancement Using Continuous Embeddings of Neural Audio Codec.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Speech Enhancement Using Continuous Embeddings of Neural Audio Codec

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:04:57.843062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.453776Z digest=sha256:e94d07631c12bd7b798b6f568ce6458c1d61bb24610bae02f4f42ef2835b46ea

Observation b4600d46-c21a-42c9-9761-c95e7ad743ea · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.202495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.458020Z digest=sha256:117150a05c37cebfadb2988a5487b68ddc18352a7b1c4b2533dc42df87423fef

Observation 1aa97858-724a-4eb6-86c0-6ebb8c2fdd2d · outbound

This paper cites MaskSR: Masked Language Model for Full-band Speech Restoration.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models MaskSR: Masked Language Model for Full-band Speech Restoration

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.462235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.462235Z digest=sha256:8df54e944a28ae19bb92546c2a9b011ca63e27d5b23e9341bd8adbc374ac5aba

Observation 9d4599d7-7c21-4551-9634-ec10f88b2035 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.188797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.466780Z digest=sha256:50cd18f69a0724851c638a874894d847a727eb7fc9895e5cdc48c6e45648a590

Observation 23b18a9d-a58e-45bd-95b5-d204b94ae361 · outbound

This paper cites Plumbley.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Plumbley

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:04:58.175434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.470887Z digest=sha256:5ed20f2993cf518d11298306dafd1cf2f0ca0bfdf7ad2e84ad5b288e96753caf

Observation cf8c04e7-5a41-4ecc-9d99-19bf139ab88f · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.161875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.474778Z digest=sha256:d5f69a2a7d61eb1fc31a7e1e88539d8cd974c759a1b180a5c5e72fca49938767

Observation 823f1dab-d1f5-478d-bd7f-7e9992c5bc37 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.148329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.478550Z digest=sha256:66c5b48e088b731370c9b7d07c9171abf1d74dfa1430578c8e86168d02d0d402

Observation aee5545c-f5a4-4274-a0e5-351b8b6c2105 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.482605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.482605Z digest=sha256:b31bf205de81af253eb1153ec3dee9a207172e7376e3c0c0cdcf664dd3792a15

Observation ae8d9d33-8229-45be-b00c-e60cab00b031 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.124334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.486666Z digest=sha256:87400d043afbaff75b3389b9028766ab2e110c0c22665aef03f4e7fc4a385f0e

Observation fd23e613-09a0-4c1e-8581-6499726767b2 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.109414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.490421Z digest=sha256:858ceddee94b531aa1f14bac7293af055790a454598f1b4735be045285e4df41

Observation 52ba83e3-889a-431b-b8e9-70ae13ff5fe2 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.095709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.494564Z digest=sha256:7a7937efc3282a34bfe7bd33d64070654615aed5b7d966e5d31652920e5ddc1e

Observation 6adfeb3d-df55-4d07-a5ce-7493fe730d0d · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.082145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.498633Z digest=sha256:d5d543538171cfd7e01326fdbf8c06127b7f69a71b87ed4fa6df732626725b06

Observation f8ed6ee0-05d7-4aaf-839d-88d2810b7243 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.067773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.502909Z digest=sha256:335235953540c734f6bfdef349f10b2e664053a84526d87c31993e12a6079636

Observation 2ee7d7aa-cbba-4666-a76e-322a35ddee4f · outbound

This paper cites SpeechBERTScore: Reference-Aware Automatic Evaluation of Speech Generation Leveraging NLP Evaluation Metrics.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models SpeechBERTScore: Reference-Aware Automatic Evaluation of Speech Generation Leveraging NLP Evaluation Metrics

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.507165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.507165Z digest=sha256:b80e9be0a5089a257d64805183c41667280b29a18d255fc29f60d25f2fa441b1

Observation 2de554a1-ccb2-43b2-ac9e-6ac2a9a2e9a5 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.511851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.511851Z digest=sha256:8085d26acf4b6b3717efd472dc97c126dd9b2e2cf71abb18442a8e6c85d38189

Observation ed4174cd-25bb-422b-8aa6-8bf17378ac98 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.515900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.515900Z digest=sha256:f8a156a35934a47046a1b74e109f7647ba1e1e7653c4f67c6145defe0498e7d3

Observation 644e1ef7-8610-4775-9bff-1f4017fab222 · outbound

This paper cites Ter- riberry, Michael Klingbeil, Paris Smaragdis, and Arvindh Krishnaswamy.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Ter- riberry, Michael Klingbeil, Paris Smaragdis, and Arvindh Krishnaswamy

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:04:58.044554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.520478Z digest=sha256:ae1959185705acefd7f1f188a6a3d8e62e202e908f1ae582610e5b7edcb25870

Observation d1b3a6c1-8782-4305-add9-622dfd2cfa7c · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.030816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.524703Z digest=sha256:47d743a8b9b1c7713602184f9cff2ed3f6e3cc8e28a98d5097549abdecbf0a8e

Observation 84c47bd6-aa89-4f37-80cc-8280340c9e84 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.016990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.529257Z digest=sha256:a7ce0c423bac117ea1c19aac681af1859f8a9e63a75a970d7d3cd710831c6222

Observation f7751911-5b1e-40f1-9d3d-d0242362e12c · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:58.001787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.533526Z digest=sha256:bb50fb5751507dcfc85e21efc55cf90bc43108094dee4cb17d6a080c5c6162dd

Observation 9ae916a0-6eb7-42c7-b306-29142807c58f · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:57.987129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.537831Z digest=sha256:c9e2ce069d17c1a5e26dbb2cdea8b5252e34eb1e1d1761105d4fb6e0f52816ab

Observation 0f70f33e-0318-40bf-af65-754157ac67ce · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:57.973914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.542138Z digest=sha256:a76ec5cb7491085e5fb31eebb8dfe431b76f3996aa27a25f3cdbbdfbd8bb7286

Observation ef08dafd-a626-47c3-b6f0-d886cf649b22 · outbound

This paper cites BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.546637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.546637Z digest=sha256:dce44950218b1493f2eb134eeab624900a5eb9938a906f74dcf73c0c2833f6b0

Observation 81dfeac0-127e-4019-8592-60f4e57ebc3a · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:57.960636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.551350Z digest=sha256:31fe4d47e245db8e41abb15946211fb5feab8cc4704fe86ed4346771ab611e2d

Observation f00852ae-a811-43fc-8049-a209cc68b5ad · outbound

This paper cites GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.555362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.555362Z digest=sha256:32596cf97865526c9571613f0cc6d5b2850aa9285c9f50b6e51d7169ff251006

Observation a70a9440-3b7e-4229-b73c-07419d9f75d5 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:57.947171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.559720Z digest=sha256:50260383743cf0b668b2b070a522e6425334f11921512ec95dbc870c1b451238

Observation 3ba8f074-8ceb-446c-bac3-044342bd1d7e · outbound

This paper cites Towards Audio Codec-based Speech Separation.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Towards Audio Codec-based Speech Separation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.568486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.568486Z digest=sha256:8e70a1f64c02aef8d1f838e3b68ae8e5155bc140107c87b03d14cf63088eb40e

Observation a6f2822a-7ec6-450a-a427-8f97093a25d3 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:57.933517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.573435Z digest=sha256:5aa8bdf15c4148a747d57d4445b56feb513e1f940914bcc1756186f534abb4a1

Observation fb839ca8-e3c9-4845-a912-463d23d6f972 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.577396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.577396Z digest=sha256:5d53502b18d6dbfb0494d98af47e80ba174e9772db7f585dc19bdeaab8f20ea6

Observation 0b7ba441-594a-47c3-9fd6-147529299ecb · outbound

This paper cites Weiss, Ye Jia, Zhifeng Chen, and Yonghui Wu.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Weiss, Ye Jia, Zhifeng Chen, and Yonghui Wu

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:04:57.911604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.581664Z digest=sha256:87ca8bb0bb58a05913cda2154bca5760dffe4ef2522a988fa9ac097f7516e154

Observation a5ba9fb2-d715-4539-81e2-cbdcc4748373 · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.586179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.586179Z digest=sha256:c2a310e1fe838043490b0a122c574dd6d3fcfb6acddb40ae5f7cead202be4f2a

Observation ea994d9e-296d-4b08-842b-a3e20c80bd4e · outbound

This paper cites URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.590403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.590403Z digest=sha256:352a6040c4c47cdea34ff3b0bd46d1214a47e3a3dbfb59d15a993654a00fe627

Observation acfe3994-190c-41da-9e3b-ecb71fe0be6e · outbound

This paper cites an unresolved cited work.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:04:57.898505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.594959Z digest=sha256:46e34795a7c2c64cc68e99cdf7bcf184c2a6c22381db0db7f7ca71cfd2bb0773

Observation 8680b6b5-7638-404f-a453-ea6e138584c2 · outbound

This paper cites Watcharasupat, and Woon-Seng Gan.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Watcharasupat, and Woon-Seng Gan

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:04:57.884980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.599742Z digest=sha256:6803ee7cb69eb941261d80c3dc778ce4fc348fe9591676786734457cad483d0e

Observation 7be0dcf8-d3b0-489d-933d-278e9ac9f18c · outbound

This paper cites IEEE ACM Trans.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models IEEE ACM Trans

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:04:58.258479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:04:57.429084Z digest=sha256:c43f33d7616dcfea058d815ab2f3dc2ae92f98304c09cbf427ce0df4f80b5c1d

Observation a4e0822a-4050-45f7-b621-8831386aab9f · outbound

This paper cites Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis.

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-15T18:04:57.564052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:04:57.564052Z digest=sha256:68d3bb913b301089b1bb036ba0e148ae11c3289c5b1d3b4baf758f1d372b8e25

Pith citing papers

No inbound Pith citation observations are available.