Paper Citation Record · LEDGER

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2507.08012.

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

pith.paper-citation-record.v1
2507.08012 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:35.504834Z

measured 36 of 36 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 2026-08-06T20:01:35.389936Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T20:01:35.649189Z

Reference resolution

35 of 35 outbound references displayed

verified exact2
verified fuzzy19
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3af133f6-c2b7-49c2-88d6-ff2680602b7b · outbound

This paper cites Given text, TTS models pre- dict a probable speech rendition under the statistics of the train- ing data.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Given text, TTS models pre- dict a probable speech rendition under the statistics of the train- ing data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.922910Z

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 88c4474d-38bd-4648-9b9d-8edf46eaec14 · outbound

This paper cites RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T20:01:35.653217Z

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 8c2cff13-0060-4fcc-8a7c-60fc6acf4401 · outbound

This paper cites Sections 3.1-3.2 discuss which TTS architecture, training data, and utterance representations we use to support the model analysis.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Sections 3.1-3.2 discuss which TTS architecture, training data, and utterance representations we use to support the model analysis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.912375Z

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 4ce67f57-cfef-405c-bedf-c68ac945336f · outbound

This paper cites an unresolved cited work.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:01:35.890387Z

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 7b679e89-c1a3-4ef3-a7ca-e8cb0841a153 · outbound

This paper cites an unresolved cited work.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:01:35.869302Z

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 a4333fd1-0af5-4cf4-91dc-988573f30063 · outbound

This paper cites We then re-label the In- grid subset again according to cosine distance to cluster means.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning We then re-label the In- grid subset again according to cosine distance to cluster means

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.880082Z

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 6b6c151b-76ca-4492-be8a-f26e45229c8d · outbound

This paper cites Exploring emotional prototypes in a high dimensional TTS latent space.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Exploring emotional prototypes in a high dimensional TTS latent space

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:01:35.607446Z

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 c94b6108-59d4-4e77-935d-610ada287b22 · outbound

This paper cites an unresolved cited work.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:01:35.858954Z

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 94a2c64b-5d1f-4484-a148-3304c3639bd9 · outbound

This paper cites To- wards end-to-end prosody transfer for expressive speech synthesis with tacotron,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning To- wards end-to-end prosody transfer for expressive speech synthesis with tacotron,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.847501Z

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 5402b3f9-b82d-4aa5-aab3-8a802652788f · outbound

This paper cites FastSpeech 2: Fast and High-Quality End-to-End Text to Speech.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning FastSpeech 2: Fast and High-Quality End-to-End Text to Speech

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.420849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53dbecd0-8f35-48b7-aaca-31c666ea434c · outbound

This paper cites Natural language guidance of high-fidelity text-to-speech with synthetic annotations,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Natural language guidance of high-fidelity text-to-speech with synthetic annotations,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.836321Z

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 b5b1c51d-808c-472d-99d0-ca7d6bba8d5b · outbound

This paper cites The names of those speakers can be included in the description prompt to re- call the chosen speaker identity.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning The names of those speakers can be included in the description prompt to re- call the chosen speaker identity

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.901498Z

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 81d55187-f1d4-4972-b8dc-11b4a421fe3d · outbound

This paper cites Fastspeech: Fast, robust and controllable text to speech,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Fastspeech: Fast, robust and controllable text to speech,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.825223Z

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 32b9379a-ab4c-4288-b43e-caec53e2fa2b · outbound

This paper cites A human-in-the-loop approach to improving cross-text prosody transfer.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning A human-in-the-loop approach to improving cross-text prosody transfer

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.814153Z

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 4836fd05-10a0-489e-9c39-9a063f0d5875 · outbound

This paper cites Using previous acoustic context to improve Text-to-Speech synthesis.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Using previous acoustic context to improve Text-to-Speech synthesis

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:01:35.624745Z

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 38a9bf71-3675-4145-a0a5-660d27eea3fc · outbound

This paper cites Style tokens: Unsu- pervised style modeling, control and transfer in end-to-end speech synthesis,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Style tokens: Unsu- pervised style modeling, control and transfer in end-to-end speech synthesis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.802289Z

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 5881b86a-39c2-4174-9295-5d9c8c67e6e0 · outbound

This paper cites Mellotron: Mul- tispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Mellotron: Mul- tispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.789823Z

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 af250d61-e805-4e9d-a027-29310a0ffeed · outbound

This paper cites Do prosody transfer mod- els transfer prosodyƒ,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Do prosody transfer mod- els transfer prosodyƒ,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.778544Z

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 21c6f1fd-89fb-43aa-b334-4d550e51d20b · outbound

This paper cites Hierarchical generative modeling for controllable speech synthesis,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Hierarchical generative modeling for controllable speech synthesis,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.767567Z

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 3b672c54-248b-4607-8b09-9ab67851b490 · outbound

This paper cites Parler-tts,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Parler-tts,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.756076Z

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 8940ffb5-6e18-4948-ab54-0e82cd0d3441 · outbound

This paper cites PromptTTS: Controllable Text-to-Speech with Text Descriptions.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning PromptTTS: Controllable Text-to-Speech with Text Descriptions

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.458407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6049c4f3-8645-4b9b-a292-e5a10095a3af · outbound

This paper cites Instructtts: Modelling expressive tts in discrete latent space with natural language style prompt,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Instructtts: Modelling expressive tts in discrete latent space with natural language style prompt,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.744754Z

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 0fe659c6-439d-4a85-a97e-2bb1e78f73e5 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Scaling Instruction-Finetuned Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.466074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff6854c7-b7d9-473c-959f-b57bcc9c8540 · outbound

This paper cites Perceptual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Perceptual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.469532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0723b4ff-b7a1-4604-9a77-4abf1df5977d · outbound

This paper cites Sdr– half-baked or well done?.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Sdr– half-baked or well done?

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.726107Z

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 232cef0d-96f3-4f68-898d-57ac5e12df3e · outbound

This paper cites Cross-domain Neural Pitch and Periodicity Estimation.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Cross-domain Neural Pitch and Periodicity Estimation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.475879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bfe7e00-20f0-4098-a0aa-6190f1ced734 · outbound

This paper cites Talrómur 3 v0.1 (24.09),.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Talrómur 3 v0.1 (24.09),

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.715102Z

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 7f8ff515-d74d-4ad5-bdde-81ad26873848 · outbound

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

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning LLaMA: Open and Efficient Foundation Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.482339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08fe315f-e365-4d52-8599-2be397c9580d · outbound

This paper cites Mistral 7b,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Mistral 7b,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.703580Z

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 6910d54b-696a-4824-9f91-cfc860254baf · outbound

This paper cites XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.492150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80cdb785-1615-43b5-a361-7059e4e8f470 · outbound

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

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.495505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1362a32a-1c55-4ff7-bf04-36afd597e180 · outbound

This paper cites Opensmile: the mu- nich versatile and fast open-source audio feature extractor,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Opensmile: the mu- nich versatile and fast open-source audio feature extractor,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.498551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5762b8f-06b2-4f3d-880a-c835ebbef3c0 · outbound

This paper cites On the utility of self-supervised mod- els for prosody-related tasks,.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning On the utility of self-supervised mod- els for prosody-related tasks,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.676734Z

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 98db6c0d-26d1-477b-91fb-902c818fde60 · outbound

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

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Generalized end-to-end loss for speaker verification,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:01:35.664938Z

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 ea4e03d3-4176-42a0-a7f0-2dbda3a4f722 · outbound

This paper cites Mistral 7B.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning Mistral 7B

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:35.488845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 88c4474d-38bd-4648-9b9d-8edf46eaec14 · inbound