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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.385461Z digest=sha256:11e36be073b37f2637dcfc568aaad7f44a7983badba4d89c5f30f574926b0d34

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.390419Z digest=sha256:37d8e42957afbb90900b8e04103b328018ba94d8c9e1864e311a6a3674873f43

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.394673Z digest=sha256:af576b2ec464da6e74adfe7bf6bd5a99c005f2ccfea1529f92444445b0814497

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.399165Z digest=sha256:2983b3e6908ec9f0a3164a037a2075c4b8dd575fece8f14b27c3fe23d08552c6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.403407Z digest=sha256:01ec888cd30f318eac52a3718b5234962973321343dcdc9a2d41e0017b67224c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.407563Z digest=sha256:33176086e4df8fb703fa83af5a01b32421788c7223c41e048406057bddab2615

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.412294Z digest=sha256:b4b9855044a36024b43880b9152f87d8c2aed647013e75e334e37c0ac86fcf70

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.416506Z digest=sha256:74361cb86f88922989979461450db918a1bcc5e15b4255a7f71536da3eb167df

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.420650Z digest=sha256:543a7d531f518121b21784a0848bfca6ab885057218f1f6f4fd9293ffbf289d7

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=sha256:20e8d59afd7aab2dd55adbd3d2bb4f2ae11ff3f149fe2f27776b581fc33b7ff0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.433128Z digest=sha256:2e4591b5e033d65499bb15f52bab28c86486df92de00798e9ac6452612e62c4f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.437172Z digest=sha256:66a9a81886268d441d760cedaebb6dacbc4900ac009d6f946f35a32dcb7d92d3

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=sha256:5fc6c71adf50b7df44520158b03457f40d858f864228250265806d36175768d5

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=sha256:2f9e62b12b67fbff3fd2a70ea0f32f22966e823b9b44f65732f2691d07d10eec

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.449692Z digest=sha256:3d21646b56cde0c7a56761952fb593de13c1672360993a65c9cfb9cd0b2911c2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.453776Z digest=sha256:9fce4f058876063c987549bac0004bfb15f469ac8207eca6ad77add7e6226c92

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.458020Z digest=sha256:0e764f56208cabbeb9ac360b08699a9c9be641eee26a339a87a97d562b38c16f

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=sha256:3c024c64f3fc52df8e22e1e5fb64116a59823d43f27db79f5f10c09045558e17

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.466780Z digest=sha256:8f93d1a856a15fc7c5800183ff0eb7409c39ea733a7db5c1bb99629d70520a48

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.470887Z digest=sha256:6ba4709d433ae63a43ed08a4fc1a6c9c7a25946fe287de043f3600a0b1daf79d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.474778Z digest=sha256:ff4de90aa4ae084dde262ae4ae7bedf8782965607029a8e1b57f5fd544caa516

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.478550Z digest=sha256:51d0fce0d3a898be57c85952e60636a335f07b482903c2bdac2b9664060f3dc4

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:a20a58cb5a9fb3178b65ddffede8c4d7a397a6470a482f843ff70b5a266fc170

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.486666Z digest=sha256:18c7dc5c2f06e916d541e77329bae47e01144040ca51518e8c8b72482c4867cf

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.490421Z digest=sha256:2881e53e6ea497b645bcbe78e87391193bacc4858e9b4a393c73111fe5f969eb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.494564Z digest=sha256:daf5b1b97f594a2d3a00aeb51c0f59dfd5e0f572f46363988f7455bcd1fbb253

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.498633Z digest=sha256:79c6d2da8841acbf78cfcda18661479f96ba8e7182f01e9ab8f6f2e354e2e3ee

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.502909Z digest=sha256:def99df1e67c6f2f1b5168aa0a06e0e8e8515300e38e696fc522b15e6e3550bb

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:aef6b4642e7a3cb41872a110101f44d464008b553345e4dd24b0affdc89c5269

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=sha256:1ff40e49f4550018aa8e272b87686c0fd4b865ebf178d0d84d8d69be57359ba6

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:c644a8e215df5266d88e182e6103f709ebf9576c2eb213884a2b0e800ce55974

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.520478Z digest=sha256:dc016b415f7a6badb4929bd33c687a11ad06e9cd1e932ca82de65dbd330ccbad

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.524703Z digest=sha256:74ae761d1a1e845169fcb8af051c58488d59914bfecbfaf3032e28065e67e23e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.529257Z digest=sha256:88daf9782d870150e6c846d1e89629843dc52158a3ded30f39a9c1651ce43c75

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.533526Z digest=sha256:0ca8f075fded2714346866411a6db6d68d5d9e729f2d3a141c403e85db72ce3f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.537831Z digest=sha256:bb370fe70e4133f74e303458943b7845f6ce9fe03ce5ad3674cbac0143153696

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.542138Z digest=sha256:969f47ab9d6f5160bf9e776501444758733484695e0a67d6f3cc3be0fd68843c

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=sha256:98a8e7cb4832a80f0f99c714b803bd66c9cbb3b19418ec690873e95952df9f17

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.551350Z digest=sha256:ee6b5d30c07d53f39aa5501fa2aa19c4664d85228d74bb1ebfb07b4f18a98d7d

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=sha256:59a0b6d50641580c52dbf6a96af836cb7e97d79f790d772972f4facf6a28a360

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.559720Z digest=sha256:349f7b14e6417bed59d2e6987ce1539a5d9f5395ac2f1e2189fdacb4d0a0b648

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=sha256:51a5ffedc9036f3f5b9a6f03de3d16dff8f09aec804b86b95b20758db45558fa

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.573435Z digest=sha256:3c1f8fb512d0076664c52aa42aa8d1c930b78801c1d07038668c8020b3ac093f

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=sha256:5c9cb27123c74ab56bc096d5eb7b7faaa21a20867a60ed70e7145f166faf5b48

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.581664Z digest=sha256:10e23e9c362b94a2bb62a7d04a4aae42fe42c87573f0b4df13b941293b126fa5

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=sha256:49c82313b885008adfdfa0a191411f00e5deb8917a8b7825d80e4dbc69dd2732

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:ecf8a5bd327809b6a5786fc7968a360c80536d87d8b9b44e36a32c41fbda50f7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.594959Z digest=sha256:8f8262a04c673cd8bcb8d8c54cffee9354aab2adaab5aa0ae41a13b81991f126

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.599742Z digest=sha256:4a7a2eeb77538b58d3b295df9ffb4a54374cacaf7be70f96aee4192996220171

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:04:57.429084Z digest=sha256:48a2b9191460fbde1617a7f5d72631a567831eaa8a65689d58ab6a324d64f5ea

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=sha256:8e7d50b65acebae2a3c586579dd8ad41107aebb9f19dbb7cc44dec9cdaa6539b

Pith citing papers

No inbound Pith citation observations are available.