Paper Citation Record · LEDGER

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2506.00350.

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

pith.paper-citation-record.v1
2506.00350 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:57.704298Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:54.607029Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:12:58.752132Z

Reference resolution

41 of 41 outbound references displayed

verified exact5
verified fuzzy19
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c33947e5-950d-47ac-8725-d5349767934e · outbound

This paper cites DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:58.874171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13a870bb-e8b2-4b20-a3bf-fd6edaf99cea · outbound

This paper cites It comprises a speech content encoder, a speaker identity encoder and a latent diffusion-based speech generator.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model It comprises a speech content encoder, a speaker identity encoder and a latent diffusion-based speech generator

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:03.587354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 370e4d6f-e54b-4dae-83e2-662ee45ff085 · outbound

This paper cites Datasets and Training Details Experiments are conducted on the UASpeech [33], LibriSpeech [34], VCTK [35] and LibriTTS [36] datasets.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Datasets and Training Details Experiments are conducted on the UASpeech [33], LibriSpeech [34], VCTK [35] and LibriTTS [36] datasets

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:03.419620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c3545ac-00a9-48c3-af3a-6c7eb3a3bfc9 · outbound

This paper cites We explore and compare three widely used SSL speech foundation mod- els for content restoration.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model We explore and compare three widely used SSL speech foundation mod- els for content restoration

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:03.001868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59e88356-18bd-45e5-bbe9-299a3a69f712 · outbound

This paper cites Hilvoice: Human-in-the-loop style selection for elder-facing speech synthe- sis,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Hilvoice: Human-in-the-loop style selection for elder-facing speech synthe- sis,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:02.052738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f948787d-d7cc-4c26-b758-7d2dd9721342 · outbound

This paper cites Speech motor control is task-specific: Evidence from dysarthria and apraxia of speech,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Speech motor control is task-specific: Evidence from dysarthria and apraxia of speech,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:02.804814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a64aeb6-267d-4f2d-8f39-4bd43bf1d881 · outbound

This paper cites Multiple factors are involved in the dysarthria asso- ciated with parkinson’s disease: a review with implications for clinical practice and research,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Multiple factors are involved in the dysarthria asso- ciated with parkinson’s disease: a review with implications for clinical practice and research,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:02.488416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 828bb94d-605f-43e7-8087-513780464749 · outbound

This paper cites an unresolved cited work.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:13:02.290556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fcf87f01-addf-49cf-a15b-7972c42ff295 · outbound

This paper cites Speech synthesis technologies for individuals with vocal disabilities: V oice banking and reconstruction,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Speech synthesis technologies for individuals with vocal disabilities: V oice banking and reconstruction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:02.159765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bbed0885-8437-46ff-907f-5374510868a0 · outbound

This paper cites Un- supervised multi-scale expressive speaking style modeling with hierarchical context information for audiobook speech synthesis,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Un- supervised multi-scale expressive speaking style modeling with hierarchical context information for audiobook speech synthesis,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:01.208835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 40c7bd31-2c04-4a07-ab4c-e0dc1037ab5a · outbound

This paper cites Improving the intelligibility of dysarthric speech towards enhancing the effectiveness of speech therapy,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Improving the intelligibility of dysarthric speech towards enhancing the effectiveness of speech therapy,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:01.928516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 445c4f73-44cb-418d-bd71-9380f2d26a76 · outbound

This paper cites Phoneme-discriminative features for dysarthric speech conversion.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Phoneme-discriminative features for dysarthric speech conversion

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:01.672900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff8fe4d3-5eab-4b9e-a915-29fd3565de0e · outbound

This paper cites End-to-end voice conversion via cross-modal knowledge dis- tillation for dysarthric speech reconstruction,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model End-to-end voice conversion via cross-modal knowledge dis- tillation for dysarthric speech reconstruction,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:01.392950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c0c861b-d61b-48d0-bcd6-847d98c48012 · outbound

This paper cites Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:55.623245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92b8cc3-804e-40a3-8380-88f511d8dbc0 · outbound

This paper cites Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:58.218475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77f03264-2eee-4f3c-9b1f-03bf8b413a98 · outbound

This paper cites Stylespeech: Self-supervised style enhancing with vq- vae-based pre-training for expressive audiobook speech synthe- sis,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Stylespeech: Self-supervised style enhancing with vq- vae-based pre-training for expressive audiobook speech synthe- sis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.885586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62205423-eab1-44c0-8393-2d64f89a05e4 · outbound

This paper cites UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:58.567959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b67f647-abd1-4423-82e8-477fbd5bed02 · outbound

This paper cites Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:55.912711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 867ef544-8127-46fa-96e3-8194d6586b82 · outbound

This paper cites Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:58.355641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c81be0c0-cace-4669-9c66-de1481f693ff · outbound

This paper cites NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.521378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f588ee1c-9101-4f6d-b3d2-59b3481db563 · outbound

This paper cites CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:58.086706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5eedcd3b-a9f5-4164-b969-e7bb4aaf7623 · outbound

This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.274668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 170af19d-7e84-4a5d-bd61-fb515caa88a5 · outbound

This paper cites VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.370877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c40840-3b67-4339-a24d-74fc4cd50c58 · outbound

This paper cites NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.445581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c1add0-ceac-4dea-b729-6ebe22c7d392 · outbound

This paper cites Wavlm: Large-scale self- supervised pre-training for full stack speech processing,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.940520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb511548-a040-4418-975d-3dd8512cc73a · outbound

This paper cites SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.625844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fc2471-b4a3-49e3-8736-409a498ad618 · outbound

This paper cites Scalable diffusion models with transform- ers,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Scalable diffusion models with transform- ers,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.674488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d074973b-59c3-46a0-8485-159141633250 · outbound

This paper cites The L1 distances between the dysarthric speeches and corre- sponding reconstructed speeches are calculated and results are shown in Table 4.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model The L1 distances between the dysarthric speeches and corre- sponding reconstructed speeches are calculated and results are shown in Table 4

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:03.270700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a471d6e-8923-4031-8d61-4555efb72dc4 · outbound

This paper cites Video gen- eration models as world simulators,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Video gen- eration models as world simulators,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.333343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94fe480d-d8f5-47e7-ab70-7b6a6a1e43ce · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.861619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cfc7dc7-4854-4408-8620-3b5dd41d49df · outbound

This paper cites Improving automatic speech recogni- tion performance for low-resource languages with self-supervised models,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Improving automatic speech recogni- tion performance for low-resource languages with self-supervised models,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.008659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e84a817-b3e0-4c4d-b306-64fb7277ed19 · outbound

This paper cites High Fidelity Neural Audio Compression.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model High Fidelity Neural Audio Compression

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.079433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60653cd5-6ed5-4a93-ba22-7a3774496805 · outbound

This paper cites Generalized end- to-end loss for speaker verification,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Generalized end- to-end loss for speaker verification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.009221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76b09370-129b-436f-93aa-eec1a6c3e74e · outbound

This paper cites ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.241564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e54977a-623a-4e17-8a4a-7fe3fa1eb790 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Score-Based Generative Modeling through Stochastic Differential Equations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.332166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28c6cab5-1945-48c2-9fc3-f4162815c91f · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model WaveNet: A Generative Model for Raw Audio

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.357887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a5863b-4af8-468e-b855-1bcf35558fe2 · outbound

This paper cites Film: Visual reasoning with a general conditioning layer,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Film: Visual reasoning with a general conditioning layer,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.449233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73d1472-f4f8-40ae-9333-49fb3cd68a86 · outbound

This paper cites Dysarthric speech database for universal access research,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Dysarthric speech database for universal access research,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:59.704461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f21b7f1-fa9c-4056-84ab-0890d7c1546b · outbound

This paper cites Lib- rispeech: an asr corpus based on public domain audio books,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Lib- rispeech: an asr corpus based on public domain audio books,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.553902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00f1fd80-2bc9-47a4-b031-6a5278359672 · outbound

This paper cites Superseded-cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Superseded-cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:59.340937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1fea7679-3aac-41b4-b0a0-40b73d4beb33 · outbound

This paper cites Libritts: A corpus derived from librispeech for text- to-speech,.

DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model Libritts: A corpus derived from librispeech for text- to-speech,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:59.090189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation c33947e5-950d-47ac-8725-d5349767934e · inbound