Paper Citation Record · LEDGER

Gender Bias in Instruction-Guided Speech Synthesis Models

As of 19 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2502.05649.

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

pith.paper-citation-record.v1
2502.05649 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:34:11.995703Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy3
unresolved25
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 504d7e1b-c6b8-47b0-862b-c72da25c33ba · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.466699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4baeb93-7dc7-4b16-a039-67ae481adb06 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.514319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f46ec6ec-b44c-4901-82f4-b31956b3f92b · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.498319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b0f79839-43bd-4265-9176-65720b3d692a · outbound

This paper cites Neutral style prompts.

Gender Bias in Instruction-Guided Speech Synthesis Models Neutral style prompts

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:34:12.483167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35b632f0-272f-4237-9215-85724a501e86 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.400123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b0b19d48-9a3d-45a8-b1fa-500bed07c554 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.385362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8ae6702e-e8b7-4fed-b0f9-a9e40540f675 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.451075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d00808e-784f-434c-9f1b-e4091fa7e265 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.434748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24c86cf6-4a43-4246-859e-62dc7d62c8f2 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.415312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4227b860-38ac-42c9-bcef-6a2aeea77011 · outbound

This paper cites A.2 Content Prompt We use GPT-4o3 (Achiam et al., 2023) to develop several neutral content prompts.

Gender Bias in Instruction-Guided Speech Synthesis Models A.2 Content Prompt We use GPT-4o3 (Achiam et al., 2023) to develop several neutral content prompts

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:34:12.319827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b1c55cd-29f9-4176-ad17-99eb709cfd60 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.368622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4a655e27-579b-426c-9b7a-3cfb75af64c8 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.352411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e342648-faa7-4aaf-839b-5f90a7cfaf0f · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.335776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9879fedd-f24f-488f-a9d0-c2569eeb0216 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.302856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4cc7c96d-335a-417d-b23b-a9815d2588e0 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.287754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd1bd147-056f-41de-8c96-4add1ae577e9 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.271466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb573b97-9149-4a7f-a261-28cc3565f91c · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.254584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a542ded6-3b5a-4675-8dfe-2e2bbda8f59d · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.238122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4926f49d-ef36-47b7-988b-478fff9d4927 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.219993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e43a21ba-1323-46ca-83db-0ab7c08ff9ca · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.203933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4ad67fc2-9bf0-478d-a736-76dcd9cb0f51 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.188609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a5a3cd42-3bdb-477d-b3bb-f18ed9d20019 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.172419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08e0d749-057d-471c-9c0e-662bc0651830 · outbound

This paper cites sentences.

Gender Bias in Instruction-Guided Speech Synthesis Models sentences

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:34:12.156290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb1840e4-96ee-456b-a26f-1fdcbc1a384a · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.139100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 832e5835-71c7-4b0c-bf20-e809ecfe8623 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.121162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 55d2548a-e1ee-4b24-94e4-2968e5810a96 · outbound

This paper cites an unresolved cited work.

Gender Bias in Instruction-Guided Speech Synthesis Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:34:12.104442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06cf5e94-b19b-43bc-aed8-1b6271f67c1f · outbound

This paper cites paying attention to diversity.

Gender Bias in Instruction-Guided Speech Synthesis Models paying attention to diversity

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T18:34:12.085384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 974f1597-8794-4829-b9ec-2a0e2c86ae37 · outbound

This paper cites emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

Gender Bias in Instruction-Guided Speech Synthesis Models emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T18:34:11.621926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d1296b3-ae7f-47e3-9e7d-c13df5e9df8d · outbound

This paper cites PromptTTS 2: Describing and Generating Voices with Text Prompt.

Gender Bias in Instruction-Guided Speech Synthesis Models PromptTTS 2: Describing and Generating Voices with Text Prompt

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T18:34:11.614206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.