Paper Citation Record · LEDGER

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages

As of 9 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 3 inbound Pith citation observations for arXiv:2505.20693.

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

pith.paper-citation-record.v1
2505.20693 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:26.283344Z

measured 34 of 34 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:22.849230Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:20:07.175657Z

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy10
unresolved21
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0724174-8823-437f-9573-51d23e8a67d0 · outbound

This paper cites These breakthroughs are largely driven by the scaling of both data and model size.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages These breakthroughs are largely driven by the scaling of both data and model size

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:29.616477Z

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 2d6dd9c6-14a4-463d-965f-fb58ebe6b5df · outbound

This paper cites Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:22.849230Z

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Observation eba406ef-63de-47ff-8649-43211d9de9ee · outbound

This paper cites an unresolved cited work.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:54:29.486755Z

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Observation 2e292639-53cd-498a-be71-52e4c07909af · outbound

This paper cites an unresolved cited work.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Unresolved cited work

Reference 4

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Observation 7d112660-5a16-4972-b383-cc62e460e626 · outbound

This paper cites Excellent.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Excellent

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:29.117929Z

Source-reported events for the cited work

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Observation 0121dbd3-f158-4acf-94da-a20902405c93 · outbound

This paper cites an unresolved cited work.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:54:28.804431Z

Source-reported events for the cited work

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Observation 88db68ac-66a9-450a-8a21-beb069a6fa7f · outbound

This paper cites MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer

Reference 7

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Source-reported events for the cited work

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Observation 6c118da2-f8c9-45ed-ad95-5ff5e76bc88f · outbound

This paper cites Naturalspeech: End-to-end text-to-speech synthesis with human-level quality,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Naturalspeech: End-to-end text-to-speech synthesis with human-level quality,

Reference 8

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Observation 061b2b2b-82f4-4c5a-84d2-8a4e4e9d4b26 · outbound

This paper cites Seed-TTS: A Family of High-Quality Versatile Speech Generation Models.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:23.772789Z

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Observation 6434be87-af2f-440c-888a-7e952e16d876 · outbound

This paper cites Naturalspeech 2: Latent diffusion models are natural and zero-shot speech and singing synthesizers,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Naturalspeech 2: Latent diffusion models are natural and zero-shot speech and singing synthesizers,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:23.902781Z

Source-reported events for the cited work

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Observation c0d54646-02a8-4825-9ca3-8abec98cc48d · outbound

This paper cites Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,

Reference 11

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Source-reported events for the cited work

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Observation b35f937d-6b48-4e6f-b307-2d1941130d77 · outbound

This paper cites V oicecraft: Zero-shot speech editing and text-to-speech in the wild,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages V oicecraft: Zero-shot speech editing and text-to-speech in the wild,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:24.211703Z

Source-reported events for the cited work

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Observation d25ddc4f-b2e3-4e3c-95d9-0f89c897b687 · outbound

This paper cites SoundStorm: Efficient Parallel Audio Generation.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages SoundStorm: Efficient Parallel Audio Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:24.326050Z

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Observation c6f2451f-6b9e-4228-923e-8374db699c46 · outbound

This paper cites Naturalspeech 3: Zero-shot speech synthesis with factorized codec and diffusion models,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Naturalspeech 3: Zero-shot speech synthesis with factorized codec and diffusion models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:24.456479Z

Source-reported events for the cited work

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Observation bc3a8ecf-f45e-4174-aa78-c7b6c25d913a · outbound

This paper cites V oicebox: Text-guided multilingual universal speech generation at scale,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages V oicebox: Text-guided multilingual universal speech generation at scale,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:24.610023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3fd072b-cef6-4243-89fe-6ab1498b43e1 · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:24.749008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 144189f5-301e-4010-a9b7-1c6a8c5bf3c3 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:24.847405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f9eef16-c861-4d96-9b71-6128a3de368f · outbound

This paper cites A Tulu resource for machine translation,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages A Tulu resource for machine translation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:27.521376Z

Source-reported events for the cited work

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Observation a034ba8c-9d30-430e-b97d-028e4e21065d · outbound

This paper cites Towards building text-to-speech systems for the next billion users,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Towards building text-to-speech systems for the next billion users,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:28.291934Z

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 f175090e-0a47-49ab-9984-486cfd83029a · outbound

This paper cites Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:25.134302Z

Source-reported events for the cited work

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Observation 76e4030d-1537-47e5-9211-df370d3258fa · outbound

This paper cites Enhancing out-of-vocabulary performance of indian tts systems for practical applications through low-effort data strate- gies,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Enhancing out-of-vocabulary performance of indian tts systems for practical applications through low-effort data strate- gies,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:28.103515Z

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 b8750dec-bbb4-4ba2-9b27-90b8727829ad · outbound

This paper cites Emilia: An extensive, multilingual, and diverse speech dataset for large-scale speech generation,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Emilia: An extensive, multilingual, and diverse speech dataset for large-scale speech generation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:25.299098Z

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Observation 948c08ba-b39c-4fa9-8c43-911eedb8e441 · outbound

This paper cites IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:25.425157Z

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Observation b1a27c8b-4880-46e1-aba4-334cddc04341 · outbound

This paper cites Limmits’24: Multi- speaker, multi-lingual indic tts with voice cloning,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Limmits’24: Multi- speaker, multi-lingual indic tts with voice cloning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:27.849217Z

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 e4263ace-71cf-46ce-b640-8b2b4891dca6 · outbound

This paper cites Rasa: Building Expressive Speech Synthesis Systems for Indian Lan- guages in Low-resource Settings,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Rasa: Building Expressive Speech Synthesis Systems for Indian Lan- guages in Low-resource Settings,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:27.425416Z

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 db2d5792-a5c7-4b4a-9b0b-77d1c1e43fc5 · outbound

This paper cites Re- sources for indian languages,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Re- sources for indian languages,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:27.165362Z

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 20c3fdc5-2fcb-4f80-9c0a-0e3a04af0d1e · outbound

This paper cites Crowdsourcing speech data for low-resource languages from low-income workers,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Crowdsourcing speech data for low-resource languages from low-income workers,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:27.039552Z

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 6001cb72-6ab1-445a-85e5-4904701c0b4b · outbound

This paper cites IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:26.044113Z

Source-reported events for the cited work

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Observation 5e432578-a37c-4469-83ae-90792072b9dc · outbound

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

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Wavlm: Large-scale self-supervised pre-training for full stack speech processing,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:26.181413Z

Source-reported events for the cited work

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Observation 13706c9c-b985-4c26-a96d-079c1354e711 · outbound

This paper cites Towards developing state-of-the-art TTS synthesisers for 13 indian languages with signal processing aided alignments,.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Towards developing state-of-the-art TTS synthesisers for 13 indian languages with signal processing aided alignments,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:26.283344Z

Source-reported events for the cited work

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Observation fed68a01-d978-4bd4-8c6f-ac2661bb58fc · outbound

This paper cites Available: https://openreview.net/forum?id=Rc 7dAwVL3v.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Available: https://openreview.net/forum?id=Rc 7dAwVL3v

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:28.505349Z

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 2d6dd9c6-14a4-463d-965f-fb58ebe6b5df · inbound