Paper Citation Record · LEDGER

persoDA: Personalized Data Augmentation for Personalized ASR

As of 21 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2501.09113.

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

pith.paper-citation-record.v1
2501.09113 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:14:15.608072Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

verified exact1
verified fuzzy26
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da4a9b13-b358-4c7e-8508-6da7d2b4e526 · outbound

This paper cites Fast contextual adaptation with neural associative memory for on-device personalized speech recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Fast contextual adaptation with neural associative memory for on-device personalized speech recognition,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.185166Z

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 f5777559-76db-4e63-a4f6-b6d381518f8f · outbound

This paper cites Robust Continuous On-Device Personalization for Automatic Speech Recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Robust Continuous On-Device Personalization for Automatic Speech Recognition,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.169592Z

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 d6ccaaab-8ed7-4b53-b63b-c74727dae871 · outbound

This paper cites UserLibri: A Dataset for ASR Personalization Using Only Text ,.

persoDA: Personalized Data Augmentation for Personalized ASR UserLibri: A Dataset for ASR Personalization Using Only Text ,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.153838Z

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 85c45738-40e1-4f25-96f9-2f8b08b196aa · outbound

This paper cites V oices Obscured in Complex Environmental Settings (VOiCES) Corpus,.

persoDA: Personalized Data Augmentation for Personalized ASR V oices Obscured in Complex Environmental Settings (VOiCES) Corpus,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.138664Z

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 6dd58f88-32a7-4be9-93f7-1e469087b412 · outbound

This paper cites Recent advances in end-to-end automatic speech recog- nition,.

persoDA: Personalized Data Augmentation for Personalized ASR Recent advances in end-to-end automatic speech recog- nition,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:14:15.479424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebdd1aff-2f66-4e22-b5ee-d677da57ce6c · outbound

This paper cites Automatic speech recognition and speech variability: A review,.

persoDA: Personalized Data Augmentation for Personalized ASR Automatic speech recognition and speech variability: A review,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.112259Z

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 96a0b11f-e394-4399-9ba3-1de38229d766 · outbound

This paper cites Adaptation algorithms for neural network-based speech recognition: An overview,.

persoDA: Personalized Data Augmentation for Personalized ASR Adaptation algorithms for neural network-based speech recognition: An overview,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.097087Z

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 0f8377c7-96ab-4c35-94a5-6ad8a497724b · outbound

This paper cites Improving the training recipe for a robust conformer-based hybrid model,.

persoDA: Personalized Data Augmentation for Personalized ASR Improving the training recipe for a robust conformer-based hybrid model,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.080577Z

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 13277b98-56f9-46fe-b30a-42d427ae07e2 · outbound

This paper cites Recent progress in the CUHK dysarthric speech recognition system,.

persoDA: Personalized Data Augmentation for Personalized ASR Recent progress in the CUHK dysarthric speech recognition system,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.063299Z

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 faf799b7-759c-44c3-ae06-49d406b77ebd · outbound

This paper cites Personalization of deep learning,.

persoDA: Personalized Data Augmentation for Personalized ASR Personalization of deep learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.048533Z

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 ce8e0980-a071-44bc-9ec2-3352621e83e5 · outbound

This paper cites Using personalized speech synthesis and neural language generator for rapid speaker adaptation,.

persoDA: Personalized Data Augmentation for Personalized ASR Using personalized speech synthesis and neural language generator for rapid speaker adaptation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.033585Z

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 e092898d-222f-4ace-99cd-a466896dcf7e · outbound

This paper cites Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator,.

persoDA: Personalized Data Augmentation for Personalized ASR Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.018703Z

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 44010382-d356-479e-9264-e65579fc4911 · outbound

This paper cites Automatic data augmentation selection and parametrization in contrastive self-supervised speech rep- resentation learning,.

persoDA: Personalized Data Augmentation for Personalized ASR Automatic data augmentation selection and parametrization in contrastive self-supervised speech rep- resentation learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:16.004248Z

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 41b3adbe-8177-4640-b82e-540ef94be729 · outbound

This paper cites Automatic optimization of data perturbation distributions for multi-style training in speech recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Automatic optimization of data perturbation distributions for multi-style training in speech recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.988436Z

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 169c3f3d-a192-4344-8611-bf10b35df040 · outbound

This paper cites Personalized adversarial data augmentation for dysarthric and elderly speech recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Personalized adversarial data augmentation for dysarthric and elderly speech recognition,

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-10T20:14:15.742061Z

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 d637ea88-d8ad-4acf-ac8f-2ce738d532d6 · outbound

This paper cites Personalized speech enhancement through self-supervised data augmentation and purification,.

persoDA: Personalized Data Augmentation for Personalized ASR Personalized speech enhancement through self-supervised data augmentation and purification,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.973808Z

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 12cb651a-f0c0-44d2-8e4a-2023aec9822b · outbound

This paper cites Specaugment: A simple data augmentation method for automatic speech recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Specaugment: A simple data augmentation method for automatic speech recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.959422Z

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 0ce9b076-b88a-497b-8dd3-63c99971e706 · outbound

This paper cites A study on data augmentation of reverberant speech for robust speech recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR A study on data augmentation of reverberant speech for robust speech recognition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.944841Z

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 95b075c1-5127-43c5-9a84-068d99fa6a92 · outbound

This paper cites pMCT: Patched Multi-Condition Training for Robust Speech Recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR pMCT: Patched Multi-Condition Training for Robust Speech Recognition,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.930540Z

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 b4b21e0a-6f0e-491a-9794-8beb9f05f02a · outbound

This paper cites G-augment: Searching for the meta-structure of data augmentation policies for asr,.

persoDA: Personalized Data Augmentation for Personalized ASR G-augment: Searching for the meta-structure of data augmentation policies for asr,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.915733Z

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 029f1959-e736-416a-90cd-2571db55523c · outbound

This paper cites Robust signal-to-noise ratio estimation based on waveform amplitude distribution analysis,.

persoDA: Personalized Data Augmentation for Personalized ASR Robust signal-to-noise ratio estimation based on waveform amplitude distribution analysis,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.901129Z

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 ae74ad67-ae6c-415d-9887-9d2fb0a492b6 · outbound

This paper cites An improved algorithm for blind reverberation time estimation,.

persoDA: Personalized Data Augmentation for Personalized ASR An improved algorithm for blind reverberation time estimation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.885584Z

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 2dc85524-799e-4a60-ba27-507b04792d06 · outbound

This paper cites an unresolved cited work.

persoDA: Personalized Data Augmentation for Personalized ASR Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:14:15.868844Z

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 f5524107-ade0-4b56-a644-3ad59d58e001 · outbound

This paper cites Attention is all you need in speech separation,.

persoDA: Personalized Data Augmentation for Personalized ASR Attention is all you need in speech separation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.854182Z

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 3ab9b510-ba12-4369-a0d5-caacb66a2339 · outbound

This paper cites Kuttruff, Room acoustics.

persoDA: Personalized Data Augmentation for Personalized ASR Kuttruff, Room acoustics

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.839141Z

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 584fd7a2-51eb-491b-8080-a7e586b78360 · outbound

This paper cites Noise-robust reverberation time estimation using spectral decay distributions with reduced compu- tational cost,.

persoDA: Personalized Data Augmentation for Personalized ASR Noise-robust reverberation time estimation using spectral decay distributions with reduced compu- tational cost,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.823139Z

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 b0285a74-ba15-4e36-bbe1-020ebce82c7b · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

persoDA: Personalized Data Augmentation for Personalized ASR SpeechBrain: A General-Purpose Speech Toolkit

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:14:15.579494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 091b98c7-e391-449a-a0d9-d28fe1abb154 · outbound

This paper cites Conformer: Convolution- augmented Transformer for Speech Recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Conformer: Convolution- augmented Transformer for Speech Recognition,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.807936Z

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 7291638e-a128-40ce-9ef3-6b8163eae614 · outbound

This paper cites Librispeech: An ASR corpus based on public domain audio books,.

persoDA: Personalized Data Augmentation for Personalized ASR Librispeech: An ASR corpus based on public domain audio books,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:14:15.588583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eba7af0-98eb-4739-8010-0b9368a0c10b · outbound

This paper cites Catastrophic interference in connec- tionist networks: The sequential learning problem,.

persoDA: Personalized Data Augmentation for Personalized ASR Catastrophic interference in connec- tionist networks: The sequential learning problem,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:14:15.592933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ff2385f-b481-49aa-bd8d-6fc2724d6d98 · outbound

This paper cites MUSAN: A Music, Speech, and Noise Corpus.

persoDA: Personalized Data Augmentation for Personalized ASR MUSAN: A Music, Speech, and Noise Corpus

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:14:15.597457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e801edc-4bd5-41a0-9e6f-07b5d450b165 · outbound

This paper cites Self-training for end-to-end speech recognition,.

persoDA: Personalized Data Augmentation for Personalized ASR Self-training for end-to-end speech recognition,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.773002Z

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 b63cd92d-e231-454a-baf8-b4d11abbe3a9 · outbound

This paper cites slim- IPL: Language-Model-Free Iterative Pseudo-Labeling,.

persoDA: Personalized Data Augmentation for Personalized ASR slim- IPL: Language-Model-Free Iterative Pseudo-Labeling,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:14:15.757374Z

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.

Pith citing papers

No inbound Pith citation observations are available.